@Preamble{
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@String{ack-nhfb = "Nelson H. F. Beebe,
University of Utah,
Department of Mathematics, 110 LCB,
155 S 1400 E RM 233,
Salt Lake City, UT 84112-0090, USA,
Tel: +1 801 581 5254,
FAX: +1 801 581 4148,
e-mail: \path|beebe@math.utah.edu|,
\path|beebe@acm.org|,
\path|beebe@computer.org| (Internet),
URL: \path|https://www.math.utah.edu/~beebe/|"}
@String{j-IEEE-TRANS-BIG-DATA = "IEEE Transactions on Big Data"}
@Article{Crago:2015:WIT,
author = "Stephen Crago",
title = "Welcome to the {{\booktitle{IEEE Transactions on Big
Data}}}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "1--1",
month = mar,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
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bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2015/01/07265157.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2015:IIT,
author = "Qiang Yang",
title = "Introduction to the {{\booktitle{IEEE Transactions on
Big Data}}}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "2--15",
month = mar,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2015/01/07265156.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2015:MCD,
author = "Yu Zheng",
title = "Methodologies for Cross-Domain Data Fusion: An
Overview",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "16--34",
month = mar,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2465959",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
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abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/01/07230259-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2015:EIE,
author = "Huan Liu",
title = "Embracing Information Explosion without Choking:
Clustering and Labeling in Microblogging",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "35--46",
month = mar,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2451635",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/01/07153539-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2015:ITBa,
author = "Anonymous",
title = "{{\booktitle{IEEE Transactions on Big Data}}}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "47--47",
month = mar,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
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@Article{Anonymous:2015:ITBb,
author = "Anonymous",
title = "{{\booktitle{IEEE Transactions on Big Data}}}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "1",
pages = "48--48",
month = mar,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2015:PNP,
author = "Yaoliang Yu",
title = "{Petuum}: A New Platform for Distributed Machine
Learning on Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "2",
pages = "49--67",
month = jun,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2472014",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/02/07239545-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ni:2015:SPS,
author = "Lionel M. Ni",
title = "{SMC}: A Practical Schema for Privacy-Preserved Data
Sharing over Distributed Data Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "2",
pages = "68--81",
month = jun,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2498156",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/02/07321000-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Aggarwal:2015:GEBa,
author = "Charu C. Aggarwal",
title = "Guest Editorial: Big Media Data: Understanding,
Search, and Mining",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "3",
pages = "82--83",
month = sep,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2015/03/07355488.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2015:CCH,
author = "Zhenan Sun",
title = "Code Consistent Hashing Based on Information-Theoretic
Criterion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "3",
pages = "84--94",
month = sep,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2499191",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/03/07327170-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tao:2015:EIS,
author = "Dacheng Tao",
title = "Exploration of Image Search Results Quality
Assessment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "3",
pages = "95--108",
month = sep,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2497710",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/03/07350210-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhuang:2015:WSS,
author = "Yueting Zhuang",
title = "Weakly Semi-Supervised Deep Learning for Multi-Label
Image Annotation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "3",
pages = "109--122",
month = sep,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2497270",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:46 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/03/07317747-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yao:2015:GEB,
author = "Lina Yao",
title = "Guest Editorial: Big Data Analytics and the {Web}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "123--124",
month = dec,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2015/04/07395032.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2015:LAA,
author = "Laurence T. Yang",
title = "{LS-AMS}: An Adaptive Indexing Structure for Realtime
Search on Microblogs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "125--137",
month = dec,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2506159",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/04/07355316-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kotoulas:2015:SPL,
author = "Spyros Kotoulas",
title = "Scale-Out Processing of Large {RDF} Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "138--150",
month = dec,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2505719",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/04/07355330-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Aggarwal:2015:GEBb,
author = "Charu C. Aggarwal",
title = "Guest Editorial: Big Media Data: Understanding,
Search, and Mining {(Part 2)}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "151--151",
month = dec,
year = "2015",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2015/04/07395031.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hua:2015:LVS,
author = "Xian-Sheng Hua",
title = "Learning Visual Semantic Relationships for Efficient
Visual Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "152--161",
month = dec,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2515640",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/04/07381653-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2015:RDS,
author = "Xuelong Li",
title = "Robust Discrete Spectral Hashing for Large-Scale Image
Semantic Indexing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "1",
number = "4",
pages = "162--171",
month = dec,
year = "2015",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2516024",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2015/04/07381642-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Candan:2016:GEB,
author = "K. Selcuk Candan",
title = "Guest Editorial: Big Scholar Data Discovery and
Collaboration",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "1--2",
month = mar,
year = "2016",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2016/01/07473985.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Giles:2016:ASE,
author = "C. Lee Giles",
title = "{AlgorithmSeer}: A System for Extracting and Searching
for Algorithms in Scholarly Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "3--17",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2546302",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07448389-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chawla:2016:CSI,
author = "Nitesh V. Chawla",
title = "Can Scientific Impact Be Predicted?",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "18--30",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2521657",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07397965-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Citation prediction; citation prediction;
Computer science; Distortion measurement; h-index
prediction; Indexes; Popularity prediction; popularity
prediction; Predictive models; Productivity; Science of
science; science of science; Scientific impact;
Yttrium",
}
@Article{Aggarwal:2016:GEB,
author = "Charu C. Aggarwal",
title = "Guest Editorial: Big Media Data: Understanding,
Search, and Mining",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "31--31",
month = mar,
year = "2016",
CODEN = "????",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
URL = "http://www.computer.org/csdl/trans/bd/2016/01/07473987.pdf",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2016:PCD,
author = "Jiajun Wang",
title = "Partial Copy Detection in Videos: A Benchmark and an
Evaluation of Popular Methods",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "32--42",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2530714",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07416633-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fu:2016:PTS,
author = "Yun Fu",
title = "Personalized Travel Sequence Recommendation on
Multi-Source Big Social Media",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "43--56",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2541160",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07444160-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Matsuoka:2016:GAL,
author = "Satoshi Matsuoka",
title = "{GPU}-Accelerated Large-Scale Distributed Sorting
Coping with Device Memory Capacity",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "57--69",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2015.2511001",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07372425-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ng:2016:UUS,
author = "Wilfred Ng",
title = "{USTF}: A Unified System of Team Formation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "70--84",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2546303",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07445184-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kitsuregawa:2016:VEC,
author = "Masaru Kitsuregawa",
title = "Visual Exploration of Changes in Passenger Flows and
Tweets on Mega-City Metro Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "1",
pages = "85--99",
month = mar,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2546301",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue May 31 17:01:47 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
abstract-URL = "http://www.computer.org/csdl/trans/bd/2016/01/07445832-abs.html",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lin:2016:GES,
author = "Y. -R. Lin and H. Tong and J. Tang and K. Sel{\c{c}}uk
Candan",
title = "Guest Editorial: Special Issue on Big Scholar Data
Discovery and Collaboration {(Continued)}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "100--100",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2591458",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xia:2016:SAR,
author = "Feng Xia and Haifeng Liu and Ivan Lee and Longbing
Cao",
title = "Scientific Article Recommendation: Exploiting Common
Author Relations and Historical Preferences",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "101--112",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2555318",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{West:2016:RSB,
author = "Jevin D. West and Ian Wesley-Smith and Carl T.
Bergstrom",
title = "A Recommendation System Based on Hierarchical
Clustering of an Article-Level Citation Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "113--123",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2541167",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Datta:2016:HLW,
author = "Subhajit Datta and Santonu Sarkar and A. S. M.
Sajeev",
title = "How Long Will This Live? {Discovering} the Lifespans
of Software Engineering Ideas",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "124--137",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2580541",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yan:2016:DEB,
author = "Zheng Yan and Wenxiu Ding and Xixun Yu and Haiqi Zhu
and Robert H. Deng",
title = "Deduplication on Encrypted Big Data in Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "138--150",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2587659",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hochbaum:2016:SCL,
author = "Dorit S. Hochbaum and Philipp Baumann",
title = "Sparse Computation for Large-Scale Data Mining",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "151--174",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2576470",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Khan:2016:UNR,
author = "Farhan Khan and Dariush Kari and Ilyas Alper Karatepe
and Suleyman S. Kozat",
title = "Universal Nonlinear Regression on High Dimensional
Data Using Adaptive Hierarchical Trees",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "2",
pages = "175--188",
month = jun,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2555323",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 25 08:33:01 MDT 2016",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sheng:2016:GEB,
author = "M. Sheng and A. V. Vasilakos and Q. Yu and L. You",
title = "Guest Editorial: Big Data Analytics and the {Web}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "189--189",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2613758",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Data analysis; Internet; Special issues and
sections; Web mining",
}
@Article{Shao:2016:CBS,
author = "W. Shao and F. D. Salim and A. Song and A.
Bouguettaya",
title = "Clustering Big Spatiotemporal-Interval Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "190--203",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599923",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; Big spatiotemporal-interval Data
clustering; CBD area; Clustering; clustering; Energy
efficiency; energy function; energy minimization;
parking data collection; parking violation; pattern
clustering; power aware computing; sensor; Sensors;
Spatial temporal interval; Spatial-temporal interval",
}
@Article{Zhao:2016:DGP,
author = "Y. Zhao and K. Yoshigoe and J. Bian and M. Xie and Z.
Xue and Y. Feng",
title = "A Distributed Graph-Parallel Computing System with
Lightweight Communication Overhead",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "204--218",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2532907",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; big data; communication overhead;
communication overhead reduction; Computational
modeling; data analysis; Distributed graph-parallel
computing; distributed graph-parallel computing system;
edge direction-aware graph partition strategy; Gather
partial sum difference; large-scale graph data;
LightGraph; lightweight communication overhead;
lightweight Gather communication mechanism; lightweight
synchronizing communication; Ligraph; Mirrors;
PageRank-like algorithms; parallel processing;
Partitioning algorithms; PowerGraph; Runtime;
Scalability; Synchronization; Twitter data set",
}
@Article{Wang:2016:KSP,
author = "L. Wang and S. Tasoulis and T. Roos and J.
Kangasharju",
title = "{Kvasir}: Scalable Provision of Semantically Relevant
{Web} Content on Big Data Framework",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "219--233",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2557348",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Apache Spark; automated content provision service; Big
data; Big Data; Big Data framework; classic randomized
partition tree; content-based filtering; content-based
retrieval; document indexing; document searching;
Indexing; indexing; information flows; information
retrieval; Information retrieval; information retrieval
technique; Internet; Internet service; Kvasir
architectural design; large text corpora; latent
semantic analysis; machine learning; proactive content
provision service; random projection; recommender
systems; Scalability; semantic recommendation system;
semantic relevant Web content; semantic search;
semantic Web; Semantics; Sparks; trees (mathematics);
Web application; Web browsing; work efficiency",
}
@Article{Chen:2016:ABD,
author = "H. Chen and R. Kazman and S. Haziyev",
title = "Agile Big Data Analytics for {Web}-Based Systems: An
Architecture-Centric Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "234--248",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2564982",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "AABA; agile practices; architectural spikes;
architecture agility; architecture design methods;
architecture-centric agile Big Data analytics;
architecture-centric approach; Big Data; Big data;
Collaboration; collaborative practice research cycles;
Computer architecture; CPR cycles; Data analysis; data
analysis; Data models; data systems; design concepts
catalog; DevOps; Internet; Real-time systems; reference
architectures; Software architecture; software
architecture; software architecture analysis; software
prototyping; System analysis and design; system
analysis and design; WBS; Web-based systems",
}
@Article{Pan:2016:ABS,
author = "E. Pan and D. Wang and Z. Han",
title = "Analyzing Big Smart Metering Data Towards
Differentiated User Services: A Sublinear Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "249--261",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599924",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Big Data; Big data; big smart
metering data analysis; classification; Companies;
Computational modeling; data analysis; Data models;
differentiated user services; electricity usage
behaviors; electricity usage distributions; energy
consumption; extracted characteristic consumer load
shapes; fine-time granularity; historic usage patterns;
load profile; power engineering computing; Pricing;
Smart meter; Smart meters; smart meters; sublinear
algorithm; time-of-use perspective; usage profiles;
user service model",
}
@Article{Wu:2016:TRT,
author = "L. Wu and K. {John Wu} and A. Sim and M. Churchill and
J. Y. Choi and A. Stathopoulos and C. Chang and S.
Klasky",
title = "Towards Real-Time Detection and Tracking of
Spatio-Temporal Features: Blob-Filaments in Fusion
Plasma",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "262--275",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599929",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Big data analytics; blob-filaments; Cray
XC30 system; data analysis; Data analysis; Detection
algorithms; Edison; Electronic mail; extended feature
cells grouping; feature extraction; Feature extraction;
feature movement tracking; fusion plasma; fusion
reactor data; fusion reactors; local feature cells
identification; NERSC; physics computing; Plasmas;
real-time detection; real-time detection and tracking;
Real-time systems; real-time tracking; spatio-temporal
feature; spatio-temporal features",
}
@Article{Zheng:2016:VAU,
author = "Y. Zheng and W. Wu and Y. Chen and H. Qu and L. M.
Ni",
title = "Visual Analytics in Urban Computing: An Overview",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "3",
pages = "276--296",
month = sep,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2586447",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "artificial intelligence; data analysis; data
exploration; data mining; data mining process; data
types; data visualisation; Data visualization; learning
(artificial intelligence); machine learning;
multivariate; pattern interpretation; Public
transportation; Roads; Sensors; Social network
services; spatio-temporal; town and country planning;
Urban areas; urban computing; Urban computing; urban
visual analytics; Visual analytics; visual analytics;
visual learning; visualization",
}
@Article{Dong:2016:HDP,
author = "L. Dong and Z. Lin and Y. Liang and L. He and N. Zhang
and Q. Chen and X. Cao and E. Izquierdo",
title = "A Hierarchical Distributed Processing Framework for
Big Image Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "297--309",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2613992",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; big image data; cloud computing;
Cloud computing; cloud computing; Distributed
databases; distributed system; dynamic ICP; Heuristic
algorithms; hierarchical distributed processing
framework; image cloud processing; Image processing;
image processing; image representation; ImageNet
dataset; Iterative closest point algorithm; MapReduce;
P-Image; Parallel processing; parallel processing
procedure; parallel programming; static ICP; two novel
data representations",
}
@Article{Basanta-Val:2016:ATC,
author = "P. Basanta-Val and N. C. Audsley and A. J. Wellings
and I. Gray and N. Fern{\'a}ndez-Garc{\'\i}a",
title = "Architecting Time-Critical Big-Data Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "310--324",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2622719",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "application costs; Big Data; Big data; Big-Data
analytics; big-data systems; Computational modeling;
Computer architecture; data analysis; parallel
computations; real-time system community; Social
network services; Sparks; Storms; Time factors;
Time-critical; time-critical Big-Data system
architecture; time-critical infrastructure",
}
@Article{Kit:2016:EIG,
author = "D. Kit and Y. Kong and Y. Fu",
title = "Efficient Image Geotagging Using Large Databases",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "325--338",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2600564",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Clothing; clustering; Databases; density
estimation methods; geography; geolocation; Geology;
image geotagging; image retrieval; large databases;
large image database; LASOM; location aware
self-organizing map; online unsupervised clustering
method; photo sharing Websites; self-organising feature
maps; Self-organizing maps; similarity relationships;
Support vector machines; tourism recommendation
systems; Urban areas; visual databases; Visualization;
Web sites",
}
@Article{Bharill:2016:FBS,
author = "N. Bharill and A. Tiwari and A. Malviya",
title = "Fuzzy Based Scalable Clustering Algorithms for
Handling Big Data Using {Apache Spark}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "339--352",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2622288",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Apache Spark; Big Data;
big data; Big data; Big Data analytics frameworks;
Clustering algorithms; Data mining; distributed machine
learning; fuzzy based scalable clustering algorithms;
Fuzzy clustering; fuzzy set theory; iterative
computation; iterative methods; optimisation;
Optimization; partitional based clustering algorithms;
Partitioning algorithms; pattern clustering; scalable
random sampling with iterative optimization fuzzy
c-means algorithm; space complexity; Sparks; SRSIO-FCM;
time complexity",
}
@Article{Li:2016:PMP,
author = "T. Li and J. Tang and J. Xu",
title = "Performance Modeling and Predictive Scheduling for
Distributed Stream Data Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "353--364",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2616148",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "application graph; Big Data; continuous query; Data
models; Data processing; directed graph; directed
graphs; Distributed databases; distributed processing;
Distributed stream data processing; distributed stream
data processing system; log stream processing; novel
predictive scheduling framework; performance modeling;
prediction; Predictive models; Queueing analysis;
runtime statistics; scheduling; storm; Storm; Storms;
Topology; topology-aware prediction method; word
count",
}
@Article{Shao:2016:SNN,
author = "M. Shao and X. Wu and Y. Fu",
title = "Scalable Nearest Neighbor Sparse Graph Approximation
by Exploiting Graph Structure",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "365--380",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2617883",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Approximation algorithms; Approximation error;
approximation error; approximation theory; Big data;
Clustering algorithms; graph structure; graph theory;
inter-graph; intra-graph; intra-graphs; Kernel; kernel
learning; Laplace equations; learning (artificial
intelligence); manifold learning; nearest neighbor
graph; novel sparse inter-graph approximation
algorithm; Scalable graph approximation; scalable
nearest neighbor sparse graph approximation; Sparse
matrices; spectral clustering",
}
@Article{Nabavinejad:2016:MCR,
author = "S. M. Nabavinejad and M. Goudarzi and S. Mozaffari",
title = "The Memory Challenge in Reduce Phase of {MapReduce}
Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "2",
number = "4",
pages = "380--386",
month = dec,
year = "2016",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2607756",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Big data; Big Data; Big Data
processing; big data processing; Degradation; Hadoop;
Indexes; intermediate data generation; Map tasks;
MapReduce; MapReduce applications; memory challenge;
Memory management; memory-aware approach;
memory-awareness; Mnemonic approach; parallel
programming; profiling mechanism; PUMA benchmark;
Random access memory; Reduce tasks; storage management;
Tuning",
}
@Article{Yang:2017:SJE,
author = "Q. Yang",
title = "State of the Journal Editorial",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "1--1",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2660258",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lin:2017:GEB,
author = "Y. Lin and H. Tong and J. Tang and K. S. Candan",
title = "Guest Editorial: Big Scholar Data Discovery and
Collaboration",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "2--2",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2663878",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaboration; Information retrieval; Knowledge
discovery; Special issues and sections",
}
@Article{Datta:2017:HHE,
author = "S. Datta and P. Basuchowdhuri and S. Acharya and S.
Majumder",
title = "The Habits of Highly Effective Researchers: An
Empirical Study",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "3--17",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2611668",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; AMiner Paper Citation;
artificial intelligence; Author Collaboration Networks;
Bibliometrics; Big data; citation analysis;
co-authorship networks; Collaboration; Context;
databases; dominating sets; empirical examination;
graph algorithms; influential individuals cuts;
influential vertices; Measurement; networking;
operating systems; social network analysis; Social
network services; social networking (online); software
engineering",
}
@Article{Xia:2017:BSD,
author = "F. Xia and W. Wang and T. M. Bekele and H. Liu",
title = "Big Scholarly Data: A Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "18--35",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2641460",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "academic recommendation; academic social networks;
Bibliographies; Big Data; Big data; big scholarly data;
citation analysis; content analysis; Crawlers; data
analysis; Data analysis; data analysis methods; Data
mining; digital publishing; expert finding; Libraries;
Metadata; Scholarly data; scholarly data management;
scholarly information analysis; scholarly information
harvesting; scholarly information management; scholarly
networks; science of science; scientific impact
evaluation; social network analysis; Social network
services; social networking (online); statistical
analysis",
}
@Article{Wang:2017:GEB,
author = "J. Wang and G. Qi and N. Sebe and C. Aggarwal",
title = "Guest Editorial: Big Media Data: Understanding,
Search, and Mining",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "36--36",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2665161",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Image classification; Image processing;
Market research; Media; Object recognition; Special
issues and sections",
}
@Article{Chen:2017:LCF,
author = "K. Chen and Z. Zhang",
title = "Learning to Classify Fine-Grained Categories with
Privileged Visual-Semantic Misalignment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "37--43",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2602231",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "computer vision; Computer vision; Correlation;
cost-sensitive learning; cost-sensitive learning
framework; deep feature; feature extraction; Feature
extraction; feature inconsistency; fine-grained
categories; Fine-grained categorisation; fine-grained
class labels correlation; image categorisation; image
classification; image representation; imagery feature
representation variation; interclass variation;
intraclass variation; learning (artificial
intelligence); multiclass classification; Neural
networks; privileged visual-semantic misalignment;
robust classification framework; semantic content;
semantic label embedding; semantic label embedding
space; Semantics; Training; visual feature space;
visual-semantic alignment; Visualization",
}
@Article{Chen:2017:ROP,
author = "Z. Chen and W. Zhang and B. Hu and X. Cao and S. Liu
and D. Meng",
title = "Retrieving Objects by Partitioning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "44--54",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2566664",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "background-interference; Big Data; Big data; big data
retrieval; cluttered background; Context; coverage;
feature coding; feature extraction; fine partitioning;
image coding; Image coding; image collection; image
representation; image retrieval; Indexes; Interference;
maximum objectness score; minimum redundancy; object
detection; object level connectivity; object proposal;
object proposals; Object retrieval; object retrieval
benchmark datasets; object retrieval technique;
partitioned objects; partitioned proposals;
partitioning; Proposals; query object; reference
images; reranking; Visualization",
}
@Article{Hu:2017:TTC,
author = "T. Hu and E. Bigelow and J. Luo and H. Kautz",
title = "Tales of Two Cities: Using Social Media to Understand
Idiosyncratic Lifestyles in Distinctive Metropolitan
Areas",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "55--66",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2580542",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; Correlation; freely available
social media data; Greater New York City area; Greater
Rochester area; human behavior patterns; idiosyncratic
lifestyles; Lifestyles; matrix decomposition; matrix
factor analysis; Media; mental lives; metropolitan
area; physical lives; salient mobility; social
computing; social groups; social networking (online);
Sociology; Tensile stress; United States; unsupervised
method; Urban areas; urban computing; workrest
patterns",
}
@Article{Zhao:2017:SRP,
author = "G. Zhao and X. Qian and C. Kang",
title = "Service Rating Prediction by Exploring Social Mobile
Users Geographical Locations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "67--78",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2552541",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; data mining; fundamentally enhanced social
networks; geographic information systems; geographical
information; geographical location; Geographical
location; intelligent mobile device; location data
functions; location-based social networks; Mobile
communication; mobile computing; positioning
techniques; Predictive models; rating prediction;
recommender system; Recommender systems; recommender
systems; service rating prediction; smart phone; Smart
phones; social mobile users; Social network services;
social networking (online); social rating network
dataset Yelp; unified rating prediction model;
user-item geographical connection; user-user
geographical connection; virtual social networks; Web
services",
}
@Article{Singh:2017:DSD,
author = "D. Singh and D. Roy and C. K. Mohan",
title = "{DiP-SVM}: Distribution Preserving Kernel Support
Vector Machine for Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "79--90",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2646700",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; big data; classification accuracy;
cloud computing; cloud environments; clustering;
DiP-SVM; distributed computing; distributed support
vector machine techniques; Distributed SVM;
distribution preserving kernel support vector machine;
distribution preserving partitioning; first order
statistics; global support vectors; Indexes; Kernel;
learning (artificial intelligence); local support
vectors; pattern classification; Quadratic programming;
second order statistics; sequential support vector
machine; statistics; Support vector machines; support
vector machines; Training; Training data",
}
@Article{Shen:2017:SOS,
author = "H. Shen and G. Liu and H. Wang and N. Vithlani",
title = "{SocialQ\&A}: An Online Social Network Based Question
and Answer System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "91--106",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2629487",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "answer quality; Big data; common-interest friend
relationship; Computers; data privacy; high quality
answers; information search; Knowledge engineering;
mutual-trust friend relationship; online social network
based question and answer system; Privacy; Question and
answer systems; question answering (information
retrieval); recurrent questions; Search engines;
Security; short answer; Social network services; social
networking (online); social networks; SocialQ&A; user
privacy; user security",
}
@Article{Zhao:2017:TEF,
author = "D. Zhao and K. Qiao and Z. Zhou and T. Li and Z. Lu
and X. Xu",
title = "Toward Efficient and Flexible Metadata Indexing of Big
Data Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "107--117",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2640301",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; Big Data systems; Big data
systems, high-performance computing, indexing; big
metadata; Buildings; Computer science; data locality;
Dindex; distributed databases; distributed file system;
distributed metadata indexing service; Electronic mail;
flexible metadata indexing; hierarchical indirection
layers; high-performance computing; Indexing; indexing;
lightweight distributed key-value store; load-balance;
meta data; Metadata; metadata queries; parallel
processing; resource allocation",
}
@Article{Anonymous:2017:RL,
author = "Anonymous",
title = "2016 Reviewers List*",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "118--123",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2653298",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "IEEE publishing",
}
@Article{Anonymous:2017:IIT,
author = "Anonymous",
title = "2016 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 2",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "1",
pages = "1--6",
month = mar,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2658578",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2017:GEU,
author = "Y. Zheng and C. Mascolo and C. T. Silva",
title = "Guest Editorial: Urban Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "124--125",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2699838",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; Computer applications;
Data visualization; Global Positioning System; Mobile
handsets; Sensors; Special issues and sections;
Tracking; Traffic congestion; Urban areas",
}
@Article{Ding:2017:DAU,
author = "Y. Ding and Y. Li and K. Deng and H. Tan and M. Yuan
and L. M. Ni",
title = "Detecting and Analyzing Urban Regions with High Impact
of Weather Change on Transport",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "126--139",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2623320",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "feature extraction; Feature extraction; Indexes; key
factor analysis; meteorology; Meteorology; Public
transportation; regional weather-traffic sensitivity
index; Roads; Shanghai; town and country planning;
traffic engineering computing; traffic prediction;
Trajectory analysis; transport; Urban areas; urban
computing; urban planners; urban region analysis; urban
region detection; urban region traffic; Vehicles;
weather change; weather-traffic index; weather-traffic
index system; weather-traffic indices extraction; WTI
system",
}
@Article{Tang:2017:SLH,
author = "X. Tang and E. Eftelioglu and D. Oliver and S.
Shekhar",
title = "Significant Linear Hotspot Discovery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "140--153",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2631518",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accidents; Diseases; Euclidean space; Heuristic
algorithms; Hotspot detection; hotspot detection
approaches; Monte Carlo speedup; neighbor node filter;
public safety; road safety; Roads; Safety; shortest
path tree pruning; significant linear hotspot
discovery; SLHD; spatial data mining; Spatial
databases; spatial networks; statistical analysis;
statistical significance; traffic engineering
computing; transportation; transportation safety",
}
@Article{Goel:2017:OPP,
author = "P. Goel and L. Kulik and K. Ramamohanarao",
title = "Optimal Pick up Point Selection for Effective Ride
Sharing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "154--168",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599936",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "1-coverage problem; Automobiles; car occupancy rates;
computational geometry; data privacy; drop off
locations; dynamic ride sharing; GRASP; greedy
algorithms; greedy randomized adaptive search
procedure; k-anonymity model; optimal pick up point
selection; optimization; Pareto front; Pareto
optimisation; pick up locations; Privacy; randomised
algorithms; ride sharing; road networks; road traffic;
Roads; Safety; search problems; Sociology; spatial
databases and GIS; Statistics; traffic engineering
computing; user privacy; user safety; video
surveillance; Voronoi diagrams",
}
@Article{Nguyen:2017:DCP,
author = "H. Nguyen and W. Liu and F. Chen",
title = "Discovering Congestion Propagation Patterns in
Spatio-Temporal Traffic Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "169--180",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2587669",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bayes methods; Big data; causal; Congestion
propagation; congestion propagation pattern discovery;
data mining; Data models; dynamic Bayesian network;
Heuristic algorithms; Hidden Markov models; knowledge
discovery community; probability; road capacity; road
network; Roads; Sensors; spatio-temporal;
spatio-temporal congestions; spatio-temporal traffic
data; traffic congestion; traffic engineering
computing; travel time data set; trees (mathematics);
urban computing and planning; urban road network",
}
@Article{Sarkar:2017:EUS,
author = "S. Sarkar and S. Chawla and S. Ahmad and J. Srivastava
and H. Hammady and F. Filali and W. Znaidi and J.
Borge-Holthoefer",
title = "Effective Urban Structure Inference from Traffic Flow
Dynamics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "181--193",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2641003",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bluetooth sensors; convex optimization; dense
functional matrices; effective and functional
connectivity; inference mechanisms; Network structure
discovery; optimal sparse representations; Planning;
Real-time systems; Roads; science of cities; Sensors;
Sparse matrices; temporal granularity; time-varying
effective traffic connectivity; town and country
planning; traffic engineering computing; traffic flow
dynamics; traffic flow representation; traffic
planning; Urban areas; urban mobility; urban planning;
urban structure inference; Vehicle dynamics",
}
@Article{Le:2017:LGP,
author = "T. V. Le and R. Oentaryo and S. Liu and H. C. Lau",
title = "Local {Gaussian} Processes for Efficient Fine-Grained
Traffic Speed Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "194--207",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2620488",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; big traffic data; cubic time
complexity; fine-grained traffic speed prediction;
Gaussian process; Gaussian processes; GP; GP kernel
functions; local Gaussian processes; matrix
decomposition; matrix factorization; nonnegative matrix
factorization; Predictive models; road traffic; Roads;
Sensors; spatiotemporal clustering; Spatiotemporal
phenomena; spatiotemporally varying traffic speed;
traffic engineering computing; traffic phenomena;
traffic speed; transportation; Urban areas; urban
computing; urban development; urban planning; urban
transportation system",
}
@Article{Jiang:2017:ABH,
author = "S. Jiang and J. Ferreira and M. C. Gonzalez",
title = "Activity-Based Human Mobility Patterns Inferred from
Mobile Phone Data: A Case Study of {Singapore}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "208--219",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2631141",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "activity-based approach; activity-based human mobility
patterns; anonymous users; CDR; data mining; Data
mining; digital simulation; fiscal resources; future
sustainable development; human mobility networks;
individual mobility networks; innovative data mining
framework; mobile computing; Mobile handsets; mobile
phone call detail record data; Mobile phone data;
mobile phone data; mobility motif detection; Planning;
public sector; shrinking labor; Singapore; Sociology;
spatial human mobility patterns; Statistics;
sustainable development; town and country planning;
traffic engineering computing; trajectory data mining;
Transportation; transportation planning practice;
transportation planning purposes; travel survey data;
ubiquitous mobile sensing; Urban areas; urban
computing; urban microsimulations; urban planning
purposes",
}
@Article{Celikten:2017:MUB,
author = "E. {\c{C}}elikten and G. {Le Falher} and M.
Mathioudakis",
title = "Modeling Urban Behavior by Mining Geotagged Social
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "220--233",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2628398",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Bars; behavioural sciences
computing; Big data; cities; city regions; data mining;
Data models; Foursquare data; geotagged social data
mining; importance features; location based social
network; location-based social networks; Probabilistic
logic; probabilistic modeling approach; probability;
Social network services; social networking (online);
town and country planning; Urban areas; urban behavior
modeling; Urban computing; urban dwellers; user
activity",
}
@Article{Lu:2017:VAM,
author = "M. Lu and C. Lai and T. Ye and J. Liang and X. Yuan",
title = "Visual Analysis of Multiple Route Choices Based on
General {GPS} Trajectories",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "2",
pages = "234--247",
month = jun,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2667700",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "behavioural sciences; Big data; data analysis; Data
mining; data visualisation; Data visualization; general
trajectory dataset; Global Positioning System;
graphical trajectory query; information filtering;
integrated route choice model; interaction; interactive
trajectory filtering; large-scale trajectory data
handling; multiple route choice behaviour; query
processing; Route choice behaviour; route choice model;
spatial visualization; system performance; taxi GPS
dataset; traffic engineering computing; Trajectory;
transportation; transportation area; Vehicles; visual
analysis; visual analytic system; Visualization",
}
@Article{Sidhanta:2017:ASA,
author = "S. Sidhanta and W. Golab and S. Mukhopadhyay and S.
Basu",
title = "Adaptable {SLA}-Aware Consistency Tuning for
Quorum-Replicated Datastores",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "248--261",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2656121",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adaptable SLA-aware consistency tuning; availability;
Big data; client-centric consistency; contracts;
decision tree learning; decision trees; Distributed
databases; distributed datastores; distributed file
systems; distributed systems; learning (artificial
intelligence); machine learning; machine learning-based
predictive framework; Mathematical model; middleware;
OptCon; performance evaluation; Predictive models;
quorum-based replication; quorum-replicated datastores;
reliability; replicated databases; Runtime; service
level agreement; serviceability; staleness thresholds;
storage management; storage management high
availability; storage operation; Throughput; Tuning;
user-specified latency",
}
@Article{Chan:2017:DSL,
author = "Y. Chan and A. Wellings and I. Gray and N. Audsley",
title = "A Distributed Stream Library for {Java 8}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "262--275",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2666201",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
https://www.math.utah.edu/pub/tex/bib/java2010.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "application program interfaces; Big Data; Big data;
Big Data systems; Computational modeling; Data models;
data-parallel computing; distributed computing;
distributed stream library; Hadoop; Java; Java 8
Streams API; parallel processing; Pipelines;
Programming; programming models; Spark; Sparks",
}
@Article{Chopade:2017:FCD,
author = "P. Chopade and J. Zhan",
title = "A Framework for Community Detection in Large Networks
Using Game-Theoretic Modeling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "276--288",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2628725",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adjacency; Big data; clustering; community detection;
community network analysis; community network quality;
community partitioning; Complex networks; Detection
algorithms; fitness function; game theory; Game theory;
game-theoretic community detection algorithm;
game-theoretic modeling; Games; Laplacian; large
network analysis; large-scale networks; modified
adjacency; modified Laplacian matrices; modified
modularity; modularity; modularity measure; Nash
equilibrium; Nash stable partition; neighborhood
similarity; NGTCDA; normalized mutual information;
Optimization; regular complex networks; similarity;
Social network services; social networking (online);
strategic game; synthetic complex networks",
}
@Article{Agreste:2017:ECA,
author = "S. Agreste and P. {De Meo} and G. Fiumara and G.
Piccione and S. Piccolo and D. Rosaci and G. M. L.
Sarn{\'e} and A. V. Vasilakos",
title = "An Empirical Comparison of Algorithms to Find
Communities in Directed Graphs and Their Application in
{Web} Data Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "289--306",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2631512",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Big data; community
detection algorithms; community detection and
clustering; Data analysis; data analysis; Detection
algorithms; directed graphs; edge directionality;
eigenvector; graph analytics; Image edge detection;
Infomap; Internet; label propagation; Microscopy;
WalkTrap; Web data analytics; Web sites; Web-based
systems",
}
@Article{Zhu:2017:EST,
author = "J. Y. Zhu and C. Sun and V. O. K. Li",
title = "An Extended Spatio-Temporal {Granger} Causality Model
for Air Quality Estimation with Heterogeneous Urban Big
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "307--319",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2651898",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "air pollution; Air pollution; air quality; air quality
estimation; air quality monitoring stations;
Atmospheric modeling; Big Data; big data; Big data;
causality; city-wide air quality estimation;
computational complexity; data analysis; data
diversity; environmental monitoring (geophysics);
environmental science computing; Estimation; extended
spatio-temporal Granger causality model; Granger
causality; grid computing; grid-based algorithm;
heterogeneous; heterogeneous urban big data;
Monitoring; region of influence; ROI; spatio-temporal
(ST); town and country planning; Vehicle dynamics",
}
@Article{Tian:2017:DIS,
author = "Y. Tian and I. Alagiannis and E. Liarou and A.
Ailamaki and P. Michiardi and M. {Vukoli }",
title = "{DiNoDB}: An Interactive-Speed Query Engine for Ad-Hoc
Queries on Temporary Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "320--333",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2637356",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "ad-hoc interactive analytics; ad-hoc queries;
analytics applications; Batch production systems; Big
data; Computer architecture; Data analysis; data
exploration use cases; data handling; data sets;
DiNoDB; Engines; heavy batch processing jobs; indexing
methods; interactive analytics solutions;
interactive-speed query engine; learning (artificial
intelligence); Loading; machine learning; metadata;
Metadata; modern workflows; Parallel databases;
piggyback; query processing; RDBMS; relational
databases; temporary data",
}
@Article{Wu:2017:EED,
author = "B. Wu and H. Shen",
title = "Exploiting Efficient Densest Subgraph Discovering
Methods for Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "334--348",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2625307",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Approximation
algorithms; Big Data; Big data; Big Data; Clustering
algorithms; Complex networks; Computers; densest
subgraph discovering methods; graph analysis; graph
theory; heuristic algorithm; Heuristic algorithms;
MapReduce; natural graphs; Social network, big graph,
data analysis; undirected graphs",
}
@Article{Ota:2017:SST,
author = "M. Ota and H. Vo and C. Silva and J. Freire",
title = "{STaRS}: Simulating Taxi Ride Sharing at Scale",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "349--361",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2627223",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; computational complexity; Computational
modeling; gasoline consumption; optimisation;
optimization; policy makers; pollution; Public
transportation; Real-time systems; resource
consumption; Roads; scalability; shortest-path index;
simulating taxi ride sharing; simulation; STaRS; Taxi
ride sharing; traffic congestion reduction; traffic
engineering computing; transportation; Urban areas;
urban computing; urban populations; Vehicles",
}
@Article{Zhang:2017:TPD,
author = "D. Zhang and T. He and S. Lin and S. Munir and J. A.
Stankovic",
title = "Taxi-Passenger-Demand Modeling Based on Big Data from
a Roving Sensor Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "3",
pages = "362--374",
month = sep,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2627224",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; Big data; big transportation data;
Data models; demand modeling; Dmodel; Global
Positioning System; Hidden Markov models; Manuals;
mobile computing; pickup pattern; public transport;
real-time analysis; real-time mobile sensors; Real-time
systems; real-time systems; roving sensor network;
taxi-passenger-demand modeling; taxicab business;
Taxicab system; traffic information systems; Training",
}
@Article{Zhu:2017:SIB,
author = "J. Zhu and A. Liu and M. Chen and T. Tasdizen and H.
Su",
title = "Special Issue on Biomedical Big Data: Understanding,
Learning and Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "375--377",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2772930",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Biomedical imaging; Brain computer
interfaces; Computer vision; Image segmentation;
Neuroimaging; Special issues and sections",
}
@Article{Liu:2017:GRE,
author = "F. Liu and J. Rosenberger and Y. Lou and R. Hosseini
and J. Su and S. Wang",
title = "Graph Regularized {EEG} Source Imaging with In-Class
Consistency and Out-Class Discrimination",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "378--391",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2756664",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; brain activity; Brain modeling; brain source
activation pattern; brain states; discriminative
source; EEG data; EEG inverse problem; EEG source
imaging; electrical potentials; electroencephalography;
Electroencephalography; graph regularization; graph
regularization term; graph regularized EEG source
imaging; Imaging; inverse problem; Inverse problems;
inverse problems; Laplacian graph regularized
discriminative source reconstruction; medical signal
processing; neurophysiology; out-class discrimination;
Scalp; signal reconstruction; sparse representation;
spatial total variation regularization term",
}
@Article{Hosseini:2017:ODL,
author = "M. Hosseini and D. Pompili and K. Elisevich and H.
Soltanian-Zadeh",
title = "Optimized Deep Learning for {EEG} Big Data and Seizure
Prediction {BCI} via {Internet of Things}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "392--404",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2769670",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "automatic computing; BCI; BCI seizure prediction; Big
Data; brain-computer interface; Brain-computer
interfaces; brain-computer interfaces; cloud computing;
Cloud computing; cloud computing; cloud-computing
solution; deep learning; diseases; ECoG clinical
datasets; EEG big data; electrode contacts; Electrodes;
Electroencephalography; electroencephalography;
electrographic ictal behavior; Epilepsy; epilepsy;
epileptic seizure prediction; extended optimization
approach; Feature extraction; feature extraction; ictal
patterns; independent component analysis; learning
(artificial intelligence); manually extracted features;
medical signal processing; medically refractory
patients; neural nets; neurophysiology; optimized deep;
patient-specific BCI; prediction task; Predictive
models; principal component analysis; real-time
processing; real-time solutions; Real-time systems;
seizure prediction and localization; seizure prediction
BCI; significant processing delays",
}
@Article{Zhu:2017:LRG,
author = "X. Zhu and H. Suk and H. Huang and D. Shen",
title = "Low-Rank Graph-Regularized Structured Sparse
Regression for Identifying Genetic Biomarkers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "405--414",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2735991",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "ADNI dataset; Alzheimer disease neuroimaging
initiative dataset; Alzheimer s disease; Alzheimer's
disease; Big Data; brain; brain imaging features;
Brain-computer interfaces; brain-wide association
study; diseases; feature selection; genetic biomarker
identification; genetic features; genetic variables;
Genetics; genetics; genome-wide association study;
genomics; graph theory; image representation;
imaging-genetic analysis; Input variables; learning
(artificial intelligence); low-rank constraint;
low-rank graph-regularized structured sparse regression
method; low-rank matrix decomposition; low-rank
regression; low-rank representations; low-sparsity
weight coefficients; medical image processing;
Neuroimaging; objective function; Regression analysis;
regression analysis; representative SNPs; sparse
acyclic digraph; sparsity-inducing penalty; variable
selection; weight coefficient matrix",
}
@Article{Phinyomark:2017:RSF,
author = "A. Phinyomark and E. Ib{\'a}{\~n}ez-Marcelo and G.
Petri",
title = "Resting-State {fMRI} Functional Connectivity: Big Data
Preprocessing Pipelines and Topological Data Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "415--428",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2734883",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "algebraic topology; Big Data; Big data; big data
preprocessing pipelines; biomedical MRI; brain; Brain
computer interfaces; brain diseases; brain disorders;
brain network; brain networks; Data analysis; diseases;
functional connectivity; functional magnetic resonance
imaging; graph theory; Magnetic resonance imaging;
medical disorders; medical image processing;
Neuroimaging; neuroimaging technologies;
neurophysiology; Pipelines; preprocessing pipeline;
preprocessing steps; resting-state fMRI; resting-state
fMRI functional connectivity; rfMRI functional
connectivity; topological data analysis",
}
@Article{Li:2017:DOT,
author = "M. Li and Z. Yin",
title = "Debugging Object Tracking by a Recommender System with
Correction Propagation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "429--442",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723022",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; automated object
tracking results; automated tracking algorithms
object-by-object; Big Data; biological discovery;
Biological object tracking; Biomedical imaging; data
debugging; Debugging; different annotators; existing
visual tracking approaches; health diagnosis; human in
the loop; humans debug tracking results; image
sequences; joint correction propagation; multiple human
annotators; Object tracking; object tracking; perfect
tracking accuracy; program debugging; recommender
system; Recommender systems; recommender systems;
tracking data; Trajectory; Visualization",
}
@Article{Liu:2017:MDP,
author = "A. Liu and Y. Lu and M. Chen and Y. Su",
title = "Mitosis Detection in Phase Contrast Microscopy Image
Sequences of Stem Cell Populations: A Critical Review",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "443--457",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2721438",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "advanced imaging technologies; Big Data; big data;
biological researches; biomedical applications;
biomedical Big Data; biomedical image; cellular
biophysics; Computer architecture; Computer vision;
computer vision; deep learning architecture; deep
learning based approaches; human eye; hybrid methods;
Image sequences; image sequences; learning (artificial
intelligence); medical image processing; Microscopy;
microscopy; microscopy image; mitosis detection;
Mitosis detection; mitotic cell detection; object
detection; object tracking; phase contrast microscopy
image sequences; Statistics; stem cell; stem cell
populations; Stem cells; tracking based method;
tracking free methods",
}
@Article{Nie:2017:MTI,
author = "W. Nie and H. Cheng and Y. Su",
title = "Modeling Temporal Information of Mitotic for Mitotic
Event Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "3",
number = "4",
pages = "458--469",
month = dec,
year = "2017",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723395",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "automated mitosis detection; biology computing; C2C12;
C3H10; cell division; computer vision; Data models;
enormous potential influence; F; Feature extraction;
feature extraction; image motion analysis; image
representation; learning (artificial intelligence);
low-level feature extraction methods; machine learning
methods; Microscopy; microscopy image analysis; mitosis
detection; Mitosis recognition; mitotic event
detection; object recognition; ranking functions;
ranking machine; rapidly growing interest; sequential
image analysis; Stem cells; stem cells proliferate;
traditional computer vision technology; traditional
mitosis recognition methods; Trajectory; video
representation; Video sequences; video-wide temporal
information; Visualization",
}
@Article{Yang:2018:SJE,
author = "Q. Yang",
title = "State of the Journal Editorial",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "1--1",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2801232",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wan:2018:GMS,
author = "Z. Wan and H. He and B. Tang",
title = "A Generative Model for Sparse Hyperparameter
Determination",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "2--10",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2689790",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; data mining; Data mining; data mining
community; feature extraction; Feature extraction;
feature extractor; generative model; Image
reconstruction; machine learning; pattern clustering;
Probabilistic logic; Shape; Sparse autoencoder; sparse
autoencoder hidden units; sparse hyperparameter;
Supervised learning; traditional sparse hyperparameter
determination method; unsupervised learning",
}
@Article{Win:2018:BDB,
author = "T. Y. Win and H. Tianfield and Q. Mair",
title = "Big Data Based Security Analytics for Protecting
Virtualized Infrastructures in Cloud Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "11--25",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715335",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "advanced attacks; attack features extraction; belief
propagation; Big Data; big data based security
analytics; cloud computing; Cloud computing; cloud
computing; cloud security; Correlation; Databases;
event correlation; Feature extraction; feature
extraction; graph theory; graph-based event
correlation; guest virtual machines; Hadoop Distributed
File System; HDFS; invasive software; learning
(artificial intelligence); logistic regression;
Malware; malware detection; MapReduce parser based
identification; network logs; parallel processing;
potential attack paths; random functions; rootkit
detection; Security; security analytics; security
analytics approach; two-step machine learning; user
application logs; virtual machines; virtualisation;
virtualization security; Virtualized infrastructure;
virtualized infrastructures",
}
@Article{Salinas:2018:ESO,
author = "S. Salinas and C. Luo and X. Chen and W. Liao and P.
Li",
title = "Efficient Secure Outsourcing of Large-Scale Sparse
Linear Systems of Equations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "26--39",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2679760",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
note = "See \cite{Cao:2021:CES}.",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Amazon Elastic Compute Cloud; big data; Big Data; Big
data; client privacy protection; cloud computing; Cloud
computing; cloud computing; Complexity theory;
computational complexity; Data privacy; data privacy;
data protection; expensive computing tasks; large-scale
SLSEs; large-scale sparse linear systems of equations;
memory I/O complexity; outsourcing; Outsourcing;
outsourcing schemes; privacy; Random access memory;
secure outsourcing algorithm; Sparse linear systems of
equations; Sparse matrices",
}
@Article{Antaris:2018:MSI,
author = "S. Antaris and D. Rafailidis",
title = "In-Memory Stream Indexing of Massive and Fast Incoming
Multimedia Content",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "40--54",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2697441",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "approximate media storm indexing mechanism;
Distributed databases; fast incoming multimedia
content; Flink distributed stream processing framework;
In-memory processing; indexing; media storm generator;
memory architecture; Multimedia communication;
multimedia computing; multimedia storage and search;
query processing; Search problems; stream processing;
Streaming media",
}
@Article{Chu:2018:MSP,
author = "L. Chu and R. Qiu and X. He and Z. Ling and Y. Liu",
title = "Massive Streaming {PMU} Data Modelling and Analytics
in Smart Grid State Evaluation based on Multiple
High-Dimensional Covariance Test",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "55--64",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715165",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "118-bus system; 2383-bus system; 34-PMU system; Big
Data; big random matrix flow; complexity scale;
Covariance matrices; covariance matrices; data
dimensions; Data models; data quantum; efficient
calculation; energy market deregulation; high dimension
power flow equations; large scale power systems; load
flow; massive streaming PMU data; massive streaming PMU
data modelling; Mathematical model; model based
estimators; multiple high dimensional covariance matrix
test; multiple high-dimension covariance matrix test;
multiple high-dimensional covariance test; novel power
state evaluation algorithm; phase measurement units;
Phasor measurement; Phasor measurement units; power
system state estimation; Power systems; principal
component analysis; principal component calculation;
redundant computation elimination; robust state
evaluation; scale power systems; smart grid; smart grid
state evaluation; smart power grids; State evaluation;
state evaluation indicator; test statistic; Voltage
measurement",
}
@Article{Iscen:2018:MVS,
author = "A. Iscen and T. Furon and V. Gripon and M. Rabbat and
H. J{\'e}gou",
title = "Memory Vectors for Similarity Search in
High-Dimensional Spaces",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "65--77",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2677964",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data; Complexity theory; Computer vision; database
vectors; decision theory; Electronic mail;
High-dimensional indexing; high-dimensional spaces;
high-dimensional vectors; image indexing; image
processing; image retrieval; Indexing; indexing
architecture; Interference; large-scale image search
scenario; memory units; memory vectors; optimisation;
similarity search; single representative vector;
statistical signal processing; vectors; visual
databases",
}
@Article{Cong:2018:OSL,
author = "Y. Cong and J. Liu and B. Fan and P. Zeng and H. Yu
and J. Luo",
title = "Online Similarity Learning for Big Data with
Overfitting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "78--89",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2688360",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; Computational modeling; Data
models; feature dimension; feature extraction; feature
redundancy; feature selection; group sparsity
regularization; learning (artificial intelligence); low
rank; low rank metric matrix; low rank regularization;
low rank space; Mathematical model; matrix algebra;
Measurement; model optimization; nuclear norm; OASIS
model; OMLLR model; Online learning; online scene
categorization; Optimization; overfitting; overfitting
problem; rank redundancy; redundancy; Redundancy;
redundant rows; robust metric matrix; Robustness;
similarity learning; singular value decomposition;
sparse feature set; sparse representation; training
data",
}
@Article{Shuai:2018:QJS,
author = "H. Shuai and D. Yang and C. Shen and P. S. Yu and M.
Chen",
title = "{QMSampler}: Joint Sampling of Multiple Networks with
Quality Guarantee",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "90--104",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715847",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; data quality analysis; Electronic mail;
Facebook; graph sampler; joint sampling; large-scale
OSNs; LinkedIn; Measurement; Online Social Networks;
optimization; QMSampler; Quality guarantee;
Quality-guaranteed Multi-network Sampler; released
datasets; Roads; sampled datasets; SNA algorithms;
Social network; Social Network Analysis; social
networking (online); statistical guarantee",
}
@Article{Shao:2018:SMC,
author = "Z. Shao and J. Cai and Z. Wang",
title = "Smart Monitoring Cameras Driven Intelligent Processing
to Big Surveillance Video Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "105--116",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715815",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; Big Data era; big surveillance
video data; data mining; Event detection; evidence
video retrieval; front-end smart cameras; intelligent
video analytics techniques; massive surveillance video
data; pre-alarm abnormal behaviors; pre-alarm security
risk events; Security; Smart cameras; smart monitoring
cameras driven intelligent processing; smart storage;
Surveillance; surveillance network; surveillance
systems; video analysis; video retrieval; video
surveillance; video surveillance system",
}
@Article{Lee:2018:VAV,
author = "P. Lee and J. D. West and B. Howe",
title = "{Viziometrics}: Analyzing Visual Information in the
Scientific Literature",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "117--129",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2689038",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bibliometrics; bibliometrics; Big Data; citation
analysis; computer vision; Encoding; figure retrieval;
figure types; information retrieval; information-dense
objects; learning (artificial intelligence); meta
research; Metadata; natural sciences computing;
organizing visual information; Pipelines; scholarly
communication; scientific impact; scientific
literature; scientometrics; Search engines; visual
browser; Visualization; viziometric analysis;
Viziometrics",
}
@Article{Jiang:2018:TMM,
author = "Y. Jiang and Z. Huang and D. H. K. Tsang",
title = "Towards Max-Min Fair Resource Allocation for Stream
Big Data Analytics in Shared Clouds",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "130--137",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2638860",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; cloud computing; computational
complexity; Computational modeling; continuously
generated data streams; data analysis; data processing
workflow; directed graphs; distributed stream big data
analytics platforms; Fasteners; integer programming;
max-min fairness; minimax techniques; mixed 0-1 integer
program; NP-hardness; optimization; resource
allocation; resource allocation problem; Resource
management; Shared Clouds; Storms; Stream big data
analytics; Throughput; Topology; topology throughput",
}
@Article{Anonymous:2018:TR,
author = "Anonymous",
title = "{TBD} 2017 Reviewers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "138--140",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2798178",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2018:IIT,
author = "Anonymous",
title = "2017 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 3",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "1",
pages = "1--7",
month = mar,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2799558",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2018:GEBa,
author = "J. Chen and H. Wang",
title = "Guest Editorial: {Big Data Infrastructure I}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "148--149",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2839919",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cloud computing; Computer infrastructure;
Distributed databases; Special issues and sections;
Storage management",
}
@Article{Wu:2018:HCF,
author = "D. Wu and L. Zhu and Q. Lu and S. Sakr",
title = "{HDM}: A Composable Framework for Big Data
Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "150--163",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2690906",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big Data processing; Big data processing;
big data programs; composable big data applications;
Data analysis; data analysis; data flow; data
representation; data structures; Distributed databases;
distributed infrastructures; distributed processing;
distributed systems; functional data dependency graph;
functional programming; HDM applications; HDM jobs;
Hierarchically Distributed Data Matrix;
Job-Completion-Time; multiple optimizations;
optimisation; Optimization; parallel programming;
Pipeline processing; Runtime; Sparks; system
architecture",
}
@Article{Zhao:2018:DFS,
author = "L. Zhao and Z. Chen and Y. Hu and G. Min and Z.
Jiang",
title = "Distributed Feature Selection for Efficient Economic
Big Data Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "164--176",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2601934",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Big data; Big Data; big data;
China; collaborative theory; Dalian; data preprocessing
technique; Distributed databases; distributed feature
selection; econometric model construction;
econometrics; Econometrics; economic analysis; economic
factors; economic feature selection; Economic
indicators; economic indicators; economy; efficient
economic Big Data analysis; Feature extraction; Feature
selection; feature selection; high-dimensional economic
Big Data; high-quality economic data; multidimensional
data sets; subtractive clustering; urbanization",
}
@Article{Liu:2018:TAD,
author = "H. Liu and B. Liu and L. T. Yang and M. Lin and Y.
Deng and K. Bilal and S. U. Khan",
title = "Thermal-Aware and {DVFS}-Enabled Big Data Task
Scheduling for Data Centers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "177--190",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2763612",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data task scheduling; Big Data tasks;
computer centres; Cooling; data centers; DVFS-enabled
Big Data task scheduling; dynamic voltage; dynamic
voltage and frequency scaling; efficient resource
allocation; energy conservation; Energy consumption;
energy consumption; frequency assignment model; green
house gas emissions; heat recirculation; Heating
systems; massive energy consumption; maximum energy
efficiency; migration energy consumption; power aware
computing; resource allocation; scheduling; Tensile
stress; Tensor; thermal-aware power-aware hybrid energy
consumption model; total energy consumption",
}
@Article{Chen:2018:GAH,
author = "Z. Chen and J. Xu and J. Tang and K. A. Kwiat and C.
A. Kamhoua and C. Wang",
title = "{GPU}-Accelerated High-Throughput Online Stream Data
Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "191--202",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2616116",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; Big data; big data infrastructure;
Computer architecture; continuous query; direct data
transfer; easy-to-use programming; Fasteners; G-Storm;
GPU; GPU-accelerated high-throughput; GPU-enabled
parallel system; graphic processing units; Graphics
processing units; graphics processing units; image
resizing; low-overhead data processing; matrix
multiplication; online stream data processing; parallel
architectures; parallel computing; parallel processing;
Programming; query processing; single instruction
multiple data architecture; storm applications; Storms;
Stream data processing; tuple processing time",
}
@Article{Sun:2018:MSM,
author = "P. Sun and Y. Wen and D. N. B. Ta and H. Xie",
title = "{MetaFlow}: A Scalable Metadata Lookup Service for
Distributed File Systems in Data Centers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "203--216",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2612241",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "B-tree; Big data; big data; computer centres; data
centers; DHT; distributed databases; distributed hash
table based metadata management systems; efficient
metadata operations; file operations; large-scale
distributed file systems; Linux; lookup bottleneck
problem; lookup workload; meta data; Metadata; Metadata
management; metadata requests; metadata servers;
MetaFlow; Peer-to-peer computing; performance
bottleneck; scalable metadata lookup service; SDN;
Servers; significant CPU overhead; software defined
networking; software-defined networking;
software-defined networking techniques; System
performance; system throughput; table lookup;
Throughput; tree data structures",
}
@Article{Sellami:2018:CQO,
author = "R. Sellami and B. Defude",
title = "Complex Queries Optimization and Evaluation over
Relational and {NoSQL} Data Stores in Cloud
Environments",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "217--230",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2719054",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; cloud computing; Cloud computing; cloud
computing; complex queries optimization; Computational
modeling; cost model; data management; data models;
Data models; Database languages; Databases; dynamic
programming; heterogeneous data models; heterogeneous
data storage; inter data stores parallelism execution
model; join queries; Mediation; mediation approach;
NoSQL data stores; NoSQL databases; optimal execution
plan; polyglot persistence; query languages; query
optimization; query processing; relational data stores;
REST-based API; single data; virtual data store",
}
@Article{Wang:2018:SBD,
author = "J. Wang and X. Zhang and J. Yin and R. Wang and H. Wu
and D. Han",
title = "Speed Up Big Data Analytics by Unveiling the Storage
Distribution of Sub-Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "231--244",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2632744",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; analysis programs;
balanced execution; Big data; Big Data; big data
analytics; Bloom filter techniques; Clustering
algorithms; computational nodes; data analysis; data
handling; data structures; DataNet; different
sub-dataset analyses; distributed databases;
distributed storage systems; distribution-aware
algorithms; efficient parallel execution; elastic
storage structure; ElasticMap; Facebook; graph theory;
Hadoop file system; HashMap; HDFS; HDFS blocks;
imbalanced computing patterns; inefficient parallel
execution; inefficient sampling; irrelevant data; load
balance; meta-data; Motion pictures; parallel
processing; pattern clustering; PRObEs Marmot 128-node
cluster testbed; sampling; Security; seriously
imbalanced execution; skewness; storage distribution
aware method; sub-dataset analysis; sub-dataset
applications; sub-dataset distributions; Sub-datasets;
sub-datasets distribution; sub-datasets results",
}
@Article{Xu:2018:LTO,
author = "Z. Xu and X. Luo and Y. Liu and K. R. Choo and V.
Sugumaran and N. Yen and L. Mei and C. Hu",
title = "From Latency, Through Outbreak, to Decline: Detecting
Different States of Emergency Events Using {Web}
Resources",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "245--257",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599935",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "automatic states detection; Earthquakes; emergency
event; emergency management; Events; fluctuation power;
Fluctuations; government; Heuristic algorithms;
heuristic rules; information provider; Internet; Media;
outbreak power; Real-time systems; social group; states
detecting algorithm; Twitter; web mining; Web pages;
Web resources",
}
@Article{Niu:2018:JTC,
author = "Z. Niu and B. He and F. Liu",
title = "{JouleMR}: Towards Cost-Effective and Green-Aware Data
Processing Frameworks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "258--272",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2655037",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Batteries; computer centres; cost-effective
optimization; cost-effective-green-aware data
processing framework; data center workloads; Data
processing; data processing frameworks; dynamic pricing
schemes; electricity cost; Energy consumption; energy
efficiency; energy management; energy markets; green
computing; Green products; green-aware optimization;
green-aware optimizations; Hadoop YARN; job scheduling
algorithm; joule efficiency; JouleMR; MapReduce
framework; Optimization; power aware computing;
Pricing; Renewable energy sources; renewable energy
supply; scheduling; task scheduling algorithm; total
energy consumption",
}
@Article{Liu:2018:CED,
author = "Y. Liu and X. Sun",
title = "{CaL}: Extending Data Locality to Consider Concurrency
for Performance Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "273--288",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2753825",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "average memory access time; Bandwidth; Big Data; Big
Data applications; cache storage; CaL-aware design;
concurrency control; concurrency-aware data access
locality; concurrency-aware locality optimization;
Concurrent computing; data access concurrency; data
access delay; data analytic kernel; data concurrency
optimizations; data intensive applications; memory
access patterns; memory accesses; memory bandwidth;
memory concurrency; memory hierarchy; memory stall
time; memory system performance metrics; Memory wall;
Optimization; performance counters; performance
optimization; Program processors; System performance",
}
@Article{Fang:2018:EVM,
author = "H. Fang and Z. Zhang",
title = "An Enhanced Visualization Method to Aid Behavioral
Trajectory Pattern Recognition Infrastructure for Big
Longitudinal Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "2",
pages = "289--298",
month = jun,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2653815",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "behavioral trajectory pattern recognition
infrastructure; Big data; big HD longitudinal data;
Clustering algorithms; data analysis; data
visualisation; Data visualization; decision making;
Enhanced projection pursuit; enhanced projection
pursuit method; enhanced visualization method; EPP;
High definition video; high-dimensional longitudinal
data; iterative methods; longitudinal clinical trial
datasets; longitudinal data; lower-dimensional plane;
nonlinear mapping algorithms; NP hard optimization;
optimisation; Pattern recognition; pattern recognition;
PP methods; publicized UCI datasets; Stress;
Trajectory; visualization",
}
@Article{Chen:2018:GEBb,
author = "J. Chen and H. Wang",
title = "Guest Editorial: {Big Data Infrastructure II}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "299--300",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2855558",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cloud computing; Computer architecture;
Computer security; Large-scale systems; Special issues
and sections",
}
@Article{Qi:2018:SBT,
author = "L. Qi and X. Xu and X. Zhang and W. Dou and C. Hu and
Y. Zhou and J. Yu",
title = "Structural Balance Theory-Based E-Commerce
Recommendation over Big Rating Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "301--312",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2602849",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big rating data; Collaboration;
collaborative filtering; collaborative filtering-based
technique; Companies; Computer science; dissimilar
enemy; E-commerce; electronic commerce; Filtering;
item-based CF; product item recommendation; product
recommendation; recommender systems; SBT-Rec; similar
friend; Software; structural balance theory; structural
balance theory-based e-commerce recommendation;
user-based CF; user-based recommendation; user-product
purchase network",
}
@Article{Dai:2018:CIR,
author = "W. Dai and L. Qiu and A. Wu and M. Qiu",
title = "Cloud Infrastructure Resource Allocation for Big Data
Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "313--324",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2597149",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Big Data; Big data; Big
Data; big data; Cloud computing; cloud computing; Cloud
computing; Cloud infrastructure; cloud infrastructure
resource allocation; Heuristic algorithms;
multi-objective optimization; multiobjective
optimization algorithm; optimisation; Optimization;
Quality of service; resource allocation; Resource
management",
}
@Article{Wang:2018:BDS,
author = "X. Wang and L. T. Yang and H. Liu and M. J. Deen",
title = "A Big Data-as-a-Service Framework: State-of-the-Art
and Perspectives",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "325--340",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2757942",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "bicycle renting; bicycle-sharing system; bicycles; Big
Data; Big Data analytics; Big Data integration; Big
Data representation; Big Data-as-a-Service framework;
Cleaning; data analysis; Data privacy; information
technologies; Organizations; pattern clustering;
proactive services; returning data; Security; Tensile
stress; tensor; tensor decompositions; tensor networks;
tensors; timely information",
}
@Article{Hu:2018:SVA,
author = "C. Hu and W. Li and X. Cheng and J. Yu and S. Wang and
R. Bie",
title = "A Secure and Verifiable Access Control Scheme for Big
Data Storage in Clouds",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "341--355",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2621106",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Access control; access control; access legitimacy;
access policy update; authorisation; Big data; Big
Data; Big data storage; ciphertext; cloud computing;
Cloud computing; cloud computing; cloud server;
Cryptography; cryptography; data owner; eligible users;
outsourcing; Outsourcing; secret sharing; secure access
control scheme; security strengths; Servers; storage
management; the NTRU cryptosystem; verifiable access
control scheme",
}
@Article{Cui:2018:SBB,
author = "Y. Cui and J. Song and M. Li and Q. Ren and Y. Zhang
and X. Cai",
title = "{SDN}-Based Big Data Caching in {ISP} Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "356--367",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2651901",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Approximation
algorithms; Big data; cache storage; cache systems;
cached contents; computational complexity; content
popularity; content transmission; Control systems;
cooperative cache; Delays; distributed cache nodes;
extensive trace-based simulation results; increment
recording mechanism; inter-ISP traffic; Internet;
Internet traffic; ISP networks; near-optimal solution;
network conditions; optimal content placement;
optimisation; promising technique; relaxation
algorithm; relaxation theory; relaxation-rounding
technique; SCCN controller; SCCN Switches; SDN;
SDN-based big data caching; software defined
networking; specific multicommodity facility location
problem; System performance; telecommunication
traffic",
}
@Article{Zhang:2018:QBD,
author = "P. Zhang and K. Yu and J. J. Yu and S. U. Khan",
title = "{QuantCloud}: Big Data Infrastructure for Quantitative
Finance on the Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "368--380",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2649544",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "algorithmic trading; Big Data; Big data; Big Data; big
data analytics; big Data infrastructure; cloud
computing; Cloud computing; cloud computing; data
analysis; data-access application; Data-on-Demand
services; Databases; exabyte-scale market metadata;
Finance; financial data-driven research; financial
engineering community; financial markets; global
market; internet connections; investment; large-scale
SSD-backed datastore; market data; marketing; meta
data; model computing; multiple client services
process; parallel algorithms; Parallel processing;
parallel processing; parallel processing algorithms;
quantcloud bridges; quantcloud infrastructure;
quantitative finance; query on-demand datasets;
Servers; stock markets; storage management; subtle
patterns; volatile trading patterns",
}
@Article{Huang:2018:NFG,
author = "X. Huang and C. Huang",
title = "{NGD}: Filtering Graphs for Visual Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "381--395",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2555319",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Big data; data
visualisation; Data visualization; Filtering;
filtering; Filtering algorithms; filtering approach;
graph theory; graph visualization; hierarchical
structures; Measurement; metric; Networks
visualization; NGD; online community; social network
sites; social networking (online); visual analysis;
visual complexity; Visualization",
}
@Article{Wang:2018:AMC,
author = "B. Wang and J. Jiang and Y. Wu and G. Yang and K. Li",
title = "Accelerating {MapReduce} on Commodity Clusters: An
{SSD}-Empowered Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "396--407",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599933",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "7-node commodity cluster; Acceleration; Big data;
Buffer storage; cache storage; commodity clusters; data
caching; Data models; data sets; disc drives; frequent
IO operations; hard discs; Hard disks; hard-disk drive;
in-memory caching; in-memory optimization; low-speed
HDD storage; many cores; MapReduce; MapReduce tasks;
memory limitation; mpCache; multiple cores;
multiprocessing systems; optimisation; parallel
processing; pattern clustering; processor cores;
Programming; programming model; scheduling; Servers;
solid-state drive; SSD-empowered approach; storage
allocation; storage management",
}
@Article{Wu:2018:BDA,
author = "J. Wu and K. Ota and M. Dong and J. Li and H. Wang",
title = "Big Data Analysis-Based Security Situational Awareness
for Smart Grid",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "408--417",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2616146",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "association analysis; Big data; big data; Big Data;
big data analysis-based security situational awareness;
Communication networks; cyber-security threats; data
analysis; data processing technologies; fuzzy cluster
based analytical method; fuzzy set theory; Game theory;
game theory; Games; learning (artificial intelligence);
pattern clustering; power engineering computing;
reinforcement learning; Security; security components;
security of data; security situation assessment;
security situational analysis; security situational
awareness mechanism; Smart grid; smart grid focus;
Smart grids; smart power grids",
}
@Article{Wang:2018:MEM,
author = "Y. Wang and Y. Shen and H. Wang and J. Cao and X.
Jiang",
title = "{MtMR}: Ensuring {MapReduce} Computation Integrity
with {Merkle} Tree-Based Verifications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "3",
pages = "418--431",
month = sep,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599928",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; big data applications; big data
infrastructures; Cloud computing; cloud computing;
Computer architecture; Computer science; computing
integrity; data handling; data integrity; Electronic
mail; formal verification; hybrid cloud environment;
MapReduce; MapReduce computation integrity; Merkle
tree; Merkle tree-based verifications; MtMR; parallel
processing; private cloud; public cloud; Security;
security of data; security problems; trees
(mathematics); Virtual machining",
}
@Article{Li:2018:AKS,
author = "Z. Li and H. Chandler and H. Shen",
title = "Analysis of Knowledge Sharing Activities on a Social
Network Incorporated Discussion Forum: A Case Study of
{DISboards}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "432--446",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2749307",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "DISboards forum; discussion forum; Discussion forums;
Information exchange; information sharing; Instruction
sets; Internet; Knowledge discovery; Knowledge
engineering; knowledge sharing; Message systems; Social
network services; social networks",
}
@Article{Cheung:2018:CUC,
author = "M. Cheung and J. She and N. Wang",
title = "Characterizing User Connections in Social Media
through User-Shared Images",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "447--458",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2762719",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data system; Computer vision;
connection; discovery; Image coding; Information
sharing; Knowledge discovery; Neural networks;
recommendation; social network analysis; Social network
services; User-generated content; user-shared images",
}
@Article{Dong:2018:CAP,
author = "D. Dong and J. Herbert",
title = "Content-Aware Partial Compression for Textual Big Data
Analysis in {Hadoop}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "459--472",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2721431",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithm design and analysis; Big Data; Big data;
compression; Data analysis; Data compression;
Distributed databases; distributed file system; File
systems; mapreduce",
}
@Article{Shi:2018:EPM,
author = "W. Shi and Y. Zhu and P. S. Yu and J. Zhang and T.
Huang and C. Wang and Y. Chen",
title = "Effective Prediction of Missing Data on {Apache Spark}
over Multivariable Time Series",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "473--486",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2719703",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Apache Spark; Big data; big data; Big Data; Linear
programming; Matrix factorization; missing data
prediction; Predictive models; Sensor phenomena and
characterization; time series; Time series analysis",
}
@Article{Kuang:2018:EPS,
author = "K. Kuang and M. Jiang and P. Cui and H. Luo and S.
Yang",
title = "Effective Promotional Strategies Selection in Social
Media: A Data-Driven Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "487--501",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2734102",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Advertising; Big Data; Heuristic algorithms;
promotional effectiveness; promotional strategies;
propensity score; Social media promotion; Social
network services",
}
@Article{Wu:2018:ECL,
author = "J. Wu and W. Zheng and J. Lai and C. Y. Suen",
title = "{Euler} Clustering on Large-Scale Dataset",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "502--515",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2742530",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cluster computing; Computational complexity;
Euler kernel; Kernel; kernel$k$-means; Laplace
equations; Large-scale clustering; Sparse matrices;
spectral clustering",
}
@Article{Kralevska:2018:HEC,
author = "K. Kralevska and D. Gligoroski and R. E. Jensen and H.
{\O}verby",
title = "{HashTag} Erasure Codes: From Theory to Practice",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "516--529",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2749255",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "access-optimal; Bandwidth; Distributed databases;
Distributed storage; Encoding; Hadoop; I/O operations;
Maintenance engineering; MDS erasure codes;
regenerating codes; single and multiple failures; small
sub-packetization level; Storage management;
Systematics; Twitter",
}
@Article{Yao:2018:HAR,
author = "Y. Yao and Y. Liu and Z. Liu and H. Chen",
title = "Human Activity Recognition with Posture Tendency
Descriptors on Action Snippets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "530--541",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2803838",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Activity recognition; Covariance matrices; Feature
extraction; Hidden Markov models; main dynamic
tendency; major posture feature; manifold dividing;
Manifolds; Three-dimensional displays",
}
@Article{Liu:2018:LDR,
author = "X. Liu and X. Wang",
title = "{LS}-Decomposition for Robust Recovery of Sensory Big
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "542--555",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2763170",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "anomaly readings; Big Data; Data analysis; Internet of
Things; Internet of Things (IoT); low-rank;
LS-decomposition; Matrix decomposition; missing data;
Noise measurement; robust recovery; sensory big data;
Sparse matrices; sparsity; Wireless sensor networks",
}
@Article{Li:2018:MMI,
author = "Y. Li and J. Bao and Y. Li and Y. Wu and Z. Gong and
Y. Zheng",
title = "Mining the Most Influential $k$-Location Set from
Massive Trajectories",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "556--570",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2717978",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Charging stations; Data mining; Electric
vehicles; Lighting; Location selection; maximum
coverage problem; most influential$k$-location set;
Performance evaluation; Resource management; trajectory
data mining",
}
@Article{Zhu:2018:PCI,
author = "J. Y. Zhu and C. Zhang and H. Zhang and S. Zhi and V.
O. K. Li and J. Han and Y. Zheng",
title = "{pg}-Causality: Identifying Spatiotemporal Causal
Pathways for Air Pollutants with Urban Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "571--585",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723899",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Air pollution; Atmospheric modeling; Bayes methods;
Bayesian learning; Big Data; Causality; Data mining;
pattern mining; spatiotemporal (ST) big data; Time
series analysis; Urban areas; urban computing",
}
@Article{Xue:2018:SNN,
author = "W. Xue and H. Li and Y. Peng and J. Cui and Y. Shi",
title = "Secure $k$ Nearest Neighbors Query for
High-Dimensional Vectors in Outsourced Environments",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "586--599",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2740954",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Cloud computing; Data privacy; Encryption; encryption;
quantization; query processing; Secure$k$nearest
neighbors query; Security of data; Servers",
}
@Article{Lin:2018:SQA,
author = "Y. Lin and H. Shen",
title = "{SmartQ}: A Question and Answer System for Supplying
High-Quality and Trustworthy Answers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "600--613",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2735442",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cluster computing; Knowledge engineering;
Monitoring; Question and answer system; question
category; reputation system; social cluster; Social
network services; spammer detection; Unsolicited
electronic mail",
}
@Article{Francesco:2018:AUC,
author = "P. D. Francesco and F. Malandrino and L. A. DaSilva",
title = "Assembling and Using a Cellular Dataset for Mobile
Network Analysis and Planning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "4",
number = "4",
pages = "614--620",
month = dec,
year = "2018",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2734100",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Base stations; Big Data; Cellular networks; network
planning; Statistical analysis; Telecommunication
network management; Telecommunication traffic; traffic
statistics",
}
@Article{Yang:2019:SJ,
author = "Q. Yang",
title = "State of the Journal",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "1--1",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2895402",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{He:2019:GEI,
author = "B. He and Y. Chen and J. Zhou",
title = "{Guest Editors} Introduction: Special Issue on Big
Data Systems on Emerging Architectures",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "2--3",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2898067",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big Data applications; Big data systems;
Computer architecture; Data models; Ecosystems;
emerging architectures; Field programmable gate arrays;
FPGA; GPU; High performance computing; high performance
computing; Program processors; Special issues and
sections",
}
@Article{Cai:2019:MTU,
author = "Q. Cai and H. Zhang and W. Guo and G. Chen and B. C.
Ooi and K. Tan and W. Wong",
title = "{MemepiC}: Towards a Unified In-Memory Big Data
Management System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "4--17",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2789286",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "batch processing (industrial); Big Data; big data
management; data analysis; Data analysis; data
analytics; data analytics services; data loading;
distributed systems; DRAM chips; Engines; heavy data
movement; In-memory; in-situ data analytics; Kernel;
key-value; MemepiC; Memory management; offline batch
processing systems; online data query service;
Protocols; query processing; Random access memory;
RDMA; storage management; storage systems; unified
in-memory big data management system",
}
@Article{Goudarzi:2019:HAB,
author = "M. Goudarzi",
title = "Heterogeneous Architectures for Big Data Batch
Processing in {MapReduce} Paradigm",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "18--33",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2736557",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Batch production systems; Big Data; Big data; big data
batch processing; Computer architecture; Computers;
data center; data handling; digital data; efficiency;
FPGA; Google; Hadoop; Hardware; hardware accelerator;
heterogeneous architectures; large-scale computing
architectures; MapReduce; MapReduce paradigm; mobile
services; parallel processing; physical systems;
Programming; software architecture",
}
@Article{Wang:2019:RBD,
author = "K. Wang and C. Xu and Y. Zhang and S. Guo and A. Y.
Zomaya",
title = "Robust Big Data Analytics for Electricity Price
Forecasting in the Smart Grid",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "34--45",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723563",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; classification; data analysis;
differential evolution; electricity price forecasting
model; Feature extraction; feature extraction; feature
extraction process; feature redundancy; feature
selection; Forecasting; grey correlation analysis; grey
systems; Hafnium; huge price data; kernel function;
power engineering computing; power markets; price
classification; price forecasting; pricing; principal
component analysis; principle component analysis; Radio
frequency; robust big data analytics; smart grid; smart
grid cost efficient; Smart grids; smart power grids;
support vector machine classifier; support vector
machines; Support vector machines; SVM classifier",
}
@Article{Liu:2019:POD,
author = "X. Liu and R. Buyya",
title = "Performance-Oriented Deployment of Streaming
Applications on Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "46--59",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2720622",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cloud computing; cloud computing;
Computational modeling; data stream management systems;
decision making; deployment configuration; deployment
decisions; deployment framework; IaaS clouds;
infrastructure level; Monitor-Analyze-Plan-Execute
architecture; Monitoring; on-demand resource pool;
Optimization; P-Deployer; performance optimization;
performance-oriented deployment; resource allocation;
Resource management; resource management; resource
provisioning; resources allocation; software
architecture; software performance evaluation; static
resource-set environment; Stream processing; streaming
applications; Topology",
}
@Article{Dolev:2019:SGD,
author = "S. Dolev and P. Florissi and E. Gudes and S. Sharma
and I. Singer",
title = "A Survey on Geographically Distributed Big-Data
Processing Using {MapReduce}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "60--80",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723473",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Amazon; batch processing; Big Data; Cloud computing;
cloud computing; data analysis; Distributed databases;
distributed processing; Facebook; Fault tolerance;
Fault tolerant systems; geographically distributed
big-data processing; geographically distributed data;
Google; Hadoop; HDFS Federation; large-scale data
processing; MapReduce; MapReduce-based systems; massive
data; parallel processing; private clouds; public
clouds; social network analysis; Spark; Spark-based
systems; Sparks; SQL; SQL-style processing
geo-distributed frameworks; stream processing; YARN",
}
@Article{Jia:2019:UPD,
author = "Z. Jia and W. Gao and Y. Shi and S. A. McKee and Z. Ji
and J. Zhan and L. Wang and L. Zhang",
title = "Understanding Processors Design Decisions for Data
Analytics in Homogeneous Data Centers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "81--94",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2758792",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; brawny multicore processors;
Clocks; computational performance; computer centres;
Data analysis; data analysis; Data analytics; data
analytics workloads; data center systems; energy
conservation; energy efficiency; energy-efficiency;
homogeneous data centers; many-core processors;
multi-threading; Multicore processing; multiprocessing
systems; performance; performance-cost efficiency;
Pipelines; power aware computing; processor design
decisions; processor evaluation; Program processors;
simultaneous multithreading",
}
@Article{Edstrom:2019:DPE,
author = "J. Edstrom and D. Chen and Y. Gong and J. Wang and N.
Gong",
title = "Data-Pattern Enabled Self-Recovery Low-Power Storage
System for Big Video Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "95--105",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2750699",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "battery life; Big Data; big video data; data mining;
Data mining; data mining; data pattern; data patterns;
data relationship discovery; data-pattern enabled
self-recovery low-power storage system; Hardware;
horizontal data-association; low-power; Memory
management; Mobile communication; mobile computing;
mobile devices; mobile video applications; on-chip
memory; optimal data patterns; pattern identification;
Random access memory; self-recovery; self-recovery
video storage system; size 45.0 nm; smart phones; SRAM
chips; SRAM design; tablet devices; Two dimensional
displays; two-dimensional data-pattern approach;
vertical data-correlation characteristics; video data
size; video quality; video signal processing; Videos;
voltage 0.5 V",
}
@Article{Anonymous:2019:RL,
author = "Anonymous",
title = "2018 Reviewers List",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "106--118",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2893810",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2019:IIT,
author = "Anonymous",
title = "2018 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 4",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "1",
pages = "1--9",
month = mar,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2901238",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Makkie:2019:DCP,
author = "M. Makkie and X. Li and S. Quinn and B. Lin and J. Ye
and G. Mon and T. Liu",
title = "A Distributed Computing Platform for {fMRI} Big Data
Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "109--119",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2811508",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "apache-spark; Big Data; big data analytics; big data
context; biomedical MRI; brain; Brain; brain diseases;
BRAIN Initiative; data management system; Data
visualization; diseases; distributed computing;
distributed computing platform; distributed dictionary
learning; fMRI; fMRI Big Data analytics; Functional
magnetic resonance imaging; Hadoop; Human Brain
Project; machine learning; medical image processing;
Neuroimaging; neuroimaging datasets; neurophysiology;
neuroscience Big Data; Sparks; Task analysis",
}
@Article{Jiang:2019:DGC,
author = "S. Jiang and Y. Kong and Y. Fu",
title = "Deep Geo-Constrained Auto-Encoder for Non-Landmark
{GPS} Estimation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "120--133",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2773096",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "auto-encoder; Big Data; deep geo-constrained
auto-encoder; deep learning; deep learning framework;
easy-confusing constraint; Estimation; feature
extraction; Feature extraction; feature learning
networks; feature representations; geographically close
images; geographically distant images; Global
Positioning System; GPS data; GPS estimation; image
classification; Image edge detection; image geotagging
dataset; image representation; learning (artificial
intelligence); learning discriminative features;
nonlandmark GPS estimation; same-area constraint;
visual data; Visualization",
}
@Article{Hajeer:2019:HBD,
author = "M. Hajeer and D. Dasgupta",
title = "Handling Big Data Using a Data-Aware {HDFS} and
Evolutionary Clustering Technique",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "134--147",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2782785",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data solutions; cluster analysis;
Clustering methods; cyber-enabled systems; data
analysis; data centers; data handling; data types;
data-aware HDFS; data-aware module; distributed
computing; distributed databases; Distributed
databases; distributed encoding technique; distributed
file system; efficiency issues; environmental problems;
evolutionary clustering technique; File systems;
genetic algorithms; genetic algorithms efficient data
processing; graph data; Hadoop eco-system; handling big
data; information management; Internet-of-Things;
large-scale problems; larger space requirements;
optimization; parallel processing; pattern clustering;
query processing; Resource description framework;
scalability; specific types; Storms; Tools; turn lead",
}
@Article{Zhang:2019:KIL,
author = "Z. Zhang and L. Jia and M. Zhao and G. Liu and M. Wang
and S. Yan",
title = "Kernel-Induced Label Propagation by Mapping for
Semi-Supervised Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "148--165",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2797977",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adaptive weight construction; adaptive weight
learning; Algorithm design and analysis; data mining;
direct kernel mapping; Electronic mail;
high-dimensional real data; joint label propagation;
Kernel; kernel mapping-induced label reconstruction;
kernel matrix; kernel methods; kernel trick;
Kernel-induced label propagation; kernel-induced label
propagation framework; Kernel-LP changes; learning
(artificial intelligence); Manifolds; mapping; pattern
classification; pattern recognition; semi-supervised
classification; Task analysis; Testing; Training;
transformed kernel space",
}
@Article{Bruce:2019:NDL,
author = "S. Bruce and Z. Li and H. Yang and S. Mukhopadhyay",
title = "Nonparametric Distributed Learning Architecture for
Big Data: Algorithm and Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "166--179",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2810187",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; basic statistical modeling
principles; Big Data; big data computing; big data
learning; computational challenges; Computational
modeling; Computer architecture; data analysis; Data
models; data-intensive statistical inference
architecture; data-parallelism; Distributed databases;
distributed statistical learning; flexible distributed
statistical modeling framework suitable; global
inference; heterogeneity; heterogeneous local
inferences; Inference algorithms; inference mechanisms;
large-scale data analysis; learning (artificial
intelligence); LP transformation; massive data;
meta-analysis; mixed data algorithms; modern datasets;
modern nonparametric learning; nonparametric
distributed learning architecture; Nonparametric mixed
data modeling; original big data; orthonormal data
transformation; parallel processing; partitioned data;
recommender systems; specially designed data
transformation; statistical analysis; traditional
centralized statistical inference prohibitive;
two-sample inference algorithm",
}
@Article{Wang:2019:NSM,
author = "H. Wang and H. Yao and D. Kifer and C. Graif and Z.
Li",
title = "Non-Stationary Model for Crime Rate Inference Using
Modern Urban Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "180--194",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2786405",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computer crime inference; Correlation; crime
rate inference; data analysis; feature importance
analysis; geographically weighted regression;
geographically weighted regression on top of negative
binomial model; GWNBR model; large-scale
point-of-interest data; modern urban data; negative
binomial model; police data processing; Predictive
models; Public transportation; regression analysis;
Sociology; taxi flow; taxi flow data; Urban areas",
}
@Article{Zhang:2019:SRT,
author = "D. Zhang and D. Wang and N. Vance and Y. Zhang and S.
Mike",
title = "On Scalable and Robust Truth Discovery in Big Data
Social Media Sensing Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "195--208",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2824812",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data; big data social media sensing
applications; data sparsity; distributed framework;
HTCondor system; influence bots; large-scale social
sensing events; long-tail phenomenon; noisy data;
online social media; principled approach; Robustness;
rumor robust; scalable; scalable and robust truth
discovery scheme; Sensors; social networking (online);
sparse social media sensing; SRTD scheme; Task
analysis; trusted computing; trustworthy information;
truth discovery; truth discovery algorithms; Twitter;
twitter; Twitter datasets; work queue",
}
@Article{Lyu:2019:SUS,
author = "B. Lyu and Y. Li and J. Fu and A. C. Trapp and H. Xie
and Y. Liao",
title = "Scalable User-Substation Assignment with Big Data from
Power Grids",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "209--222",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2766153",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "ADMM; big data; Big Data; Big data; Big Data; China;
drive power substations; geographical population
densities; large-scale power grid data; large-scale
spatial power user-substation distribution data;
maximum substation utilization; population
distributions; power consumption; Power demand; power
engineering computing; power grids; Power grids; power
substation utilization; power substation-user
assignment; power system management; Propagation
losses; scalable power user assignment framework;
scalable user-substation assignment; Sociology; SPUA
framework; Statistics; substations; Substations;
temporal user power consumption data; underlying
geographical power demand; user-substation location
data",
}
@Article{Li:2019:SSB,
author = "W. Li and Q. Bai and M. Zhang",
title = "{SIMiner}: A Stigmergy-Based Model for Mining
Influential Nodes in Dynamic Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "223--237",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2824826",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Analytical models; Ant algorithm;
Big Data; Collective intelligence; collective
intelligence model; complex dynamic environments;
Computational modeling; data mining; dynamic scale
environment; dynamic social networks; fully dynamic
environment; Heuristic algorithms; influence
maximization; influential node mining; influential
relationships; influential users; Internet; large-scale
environment; multi-agent system; online social
networking platforms; positive influence; Social
network services; social networking (online); static
social networks; stigmergy; stigmergy-based influencers
miner; stigmergy-based model",
}
@Article{Qiu:2019:TGC,
author = "C. Qiu and H. Shen and L. Chen",
title = "Towards Green Cloud Computing: Demand Allocation and
Pricing Policies for Cloud Service Brokerage",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "238--251",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2823330",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Amazon EC2; Approximation algorithms; Big Data; cloud
computing; Cloud computing; cloud market; cloud
providers energy cost; cloud service brokerage; CSB;
demand allocation; Energy consumption; energy
efficiency; green cloud companies; green cloud
computing; green computing; high service level
performance; pricing; Pricing; pricing policy; Resource
management; Servers; tenants demands; total energy
cost",
}
@Article{Malensek:2019:TDS,
author = "M. Malensek and W. Budgaga and R. Stern and S.
Pallickara and S. L. Pallickara",
title = "{Trident}: Distributed Storage, Analysis, and
Exploration of Multidimensional Phenomena",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "252--265",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2817505",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Biological system modeling;
computational capacities; Computational modeling; data
analysis; Data models; Diseases; diseases; Distributed
analytics; distributed analytics platform; distributed
storage; high-level data exploration functionality;
indexing; learning (artificial intelligence); machine
learning; machine learning models; meta data; metadata
extraction; multidimensional phenomena; natural
phenomena; parameterizations; petabyte epidemiology
dataset; selective retrievals; Sparks; storage
management; training data; Training data; Trident
handles data partitioning; usage patterns; voluminous
data management; voluminous datasets",
}
@Article{Zhang:2019:UUD,
author = "M. Zhang and H. Fu and Y. Li and S. Chen",
title = "Understanding Urban Dynamics From Massive Mobile
Traffic Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "2",
pages = "266--278",
month = jun,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2778721",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 2 11:24:47 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; cellular radio; cellular towers; Complexity
theory; data decomposition; human daily activity
patterns; Market research; massive mobile traffic data;
Mobile communication; Mobile data; mobile data
consumption; mobile radio; mobile traffic; Poles and
towers; telecommunication traffic; time series; Time
series analysis; urban areas; Urban areas; urban
computing; urban dynamics; urban human activities;
urban traffic patterns",
}
@Article{Choo:2019:SIBa,
author = "K. R. Choo and M. Conti and A. Dehghantanha",
title = "Special Issue on Big Data Applications in Cyber
Security and Threat Intelligence: {Part 1}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "279--281",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2933039",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data applications; Computer crime; Computer
security; Data analysis; Special issues and sections",
}
@Article{Abawajy:2019:ICF,
author = "J. H. Abawajy and A. Kelarev",
title = "Iterative Classifier Fusion System for the Detection
of {Android} Malware",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "282--292",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2676100",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Android (operating system); Android devices; Android
malware; Android malware detection; Android platform;
Androids; Big data; big data; big data security;
classifier fusion; cloud security; Feature extraction;
feature selection; Humanoid robots; ICFS; IFS feature
selection; invasive software; iterative classifier
fusion system; iterative feature selection procedure;
iterative methods; iterative systems; LibSVM; malicious
software; Malware; multiclassifier fusion systems;
multilayer perceptron; multilayer perceptrons; NBtree
classifier; particle swarm optimisation; particle swarm
optimization; pattern classification; polynomial
kernel; Security; Smart phones; smartphone security;
support vector machines; wrapper subset evaluator",
}
@Article{AlMahmoud:2019:SPP,
author = "A. AlMahmoud and E. Damiani and H. Otrok and Y.
Al-Hammadi",
title = "{Spamdoop}: a Privacy-Preserving {Big Data} Platform
for Collaborative Spam Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "293--304",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2716409",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Collaboration; collaborative spam detection
techniques; data privacy; distance-preserving hashes;
e-mail content; Encoding; groupware; large scale e-mail
data; large-scale collaborative solutions; Map Reduce;
message classification; parallel encoding technique;
parallel processing; Privacy; privacy-preserving
analysis; privacy-preserving Big data platform; Spam
campaign; spam generation tools; Spamdoop; standard Map
Reduce facility; unsolicited e-mail; Unsolicited
electronic mail",
}
@Article{Haider:2019:DAB,
author = "W. Haider and J. Hu and Y. Xie and X. Yu and Q. Wu",
title = "Detecting Anomalous Behavior in Cloud Servers by
Nested-Arc Hidden Semi-{Markov} Model with State
Summarization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "305--316",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2736555",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "anomaly detection; anomaly detection algorithm;
behavioral threshold; Big Data; big data analytic;
cloud computing; cloud servers; Computational modeling;
cyber security; Data models; dynamic usage behavior;
file servers; hidden Markov chains; hidden Markov
models; Hidden Markov models; HMM; IDS; intrusion
detection; NAHSMM; nested-arc hidden semiMarkov model;
raw sequence; Reliability; security of data; Servers;
state summarization; System calls; Training",
}
@Article{Tang:2019:BDC,
author = "M. Tang and M. Alazab and Y. Luo",
title = "Big Data for Cybersecurity: Vulnerability Disclosure
Trends and Dependencies",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "317--329",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723570",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "attack targets; Big Data; Big data; Biological system
modeling; business data processing; complex Big Data
systems; complex historical vulnerability data;
computer crime; Computer security; copula; cyber risk;
cyber risk management; cybercrime; cybersecurity; Data
models; long-term dependency; Market research; modern
organisations; multivariate dependence structure;
organisational aspects; organisations struggle; real
world vulnerability data; risk management; Software;
specialised attacks; statistical models; threat agents;
time series; Time series analysis; univariate time
series; vulnerability; vulnerability disclosure trends;
vulnerability disclosures; vulnerability management;
vulnerability proliferation; vulnerability risks;
zero-day",
}
@Article{Cui:2019:ABS,
author = "H. Cui and R. H. Deng and Y. Li and G. Wu",
title = "Attribute-Based Storage Supporting Secure
Deduplication of Encrypted Data in Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "330--342",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2656120",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "ABE; access policy; attribute-based storage system;
authorisation; Cloud computing; cloud computing; cloud
service provider; cryptography; data confidentiality;
data deduplication systems; data provider;
deduplication; duplicate copies; duplicate detection;
encrypted data; encryption; Encryption; hybrid cloud
setting; identical data; network bandwidth;
outsourcing; private cloud; public cloud; secure
deduplication; Secure storage; security notion;
semantic security; Semantics; standard ABE system;
Standards; storage; storage management; storage space",
}
@Article{Ding:2019:ERI,
author = "X. Ding and L. Wang and Z. Shao and H. Jin",
title = "Efficient Recommendation of De-Identification Policies
Using {MapReduce}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "343--354",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2690660",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "ADULTS dataset; anonymization; AOL dataset;
approximate skyline computation scheme; approximately
domination relationship; Big Data; Computational
modeling; data handling; Data privacy; data privacy;
data utility; De-identification policy; Indexes;
individual privacy; information filtering; Lattices;
MapReduce; Measurement; parallel algorithm; parallel
algorithms; policy space generation stage; Privacy;
query processing; re-identification attacks;
re-identification risks; recommender systems; scale
de-identification policies; SKY-FILTER-MR; skyline
computation",
}
@Article{Feng:2019:SHO,
author = "J. Feng and L. T. Yang and G. Dai and W. Wang and D.
Zou",
title = "A Secure High-Order {Lanczos}-Based Orthogonal Tensor
{SVD} for Big Data Reduction in Cloud Environment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "355--367",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2803841",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data applications; big data reduction;
big data techniques; Cloud computing; cloud computing;
Computational complexity; Cryptography; cyber
forensics; Cyber security; cyber security applications;
data reduction; data security; digital forensics;
garbled tensor; high-order big data reduction;
high-order data; high-order lanczos method; high-order
lanczos-based orthogonal tensor SVD algorithm; matrix
data; orthogonal tensor SVD; outsourcing; Protocols;
secure orthogonal tensor SVD method; singular value
decomposition; Tensile stress; tensors",
}
@Article{Liao:2019:ESO,
author = "W. Liao and C. Luo and S. Salinas and P. Li",
title = "Efficient Secure Outsourcing of Large-Scale Convex
Separable Programming for Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "368--378",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2787198",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Amazon Elastic cloud computing platform; Big Data; big
data; big data applications; chosen-plaintext attack;
cloud computing; Cloud computing; Companies;
computational complexity; computing resources;
confidential data; Convex separable programming; convex
separable programming problems; cryptography; data
analysis; data privacy; data security and privacy;
efficient secure outsourcing scheme; Encryption;
large-scale convex separable programming; large-scale
data analytics; Outsourcing; outsourcing; Programming;
time savings; vector transformation schemes; vectors",
}
@Article{Puthal:2019:SSE,
author = "D. Puthal and X. Wu and N. Surya and R. Ranjan and J.
Chen",
title = "{SEEN}: A Selective Encryption Method to Ensure
Confidentiality for Big Sensing Data Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "379--392",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2702172",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data; Big data; Big data stream; big
sensing data streams; critical applications;
cryptography; data confidentiality; data integrity;
data security; Data Stream Manager; decision-making;
Encryption; high data trustworthiness; multilevel data
confidentiality; Real-time systems; resource
constrained sensing devices; selective encryption;
selective encryption method; self-organizing wireless
sensor networks; sensed data types; Sensors; smart
health; telecommunication security; wireless sensor
networks",
}
@Article{Yan:2019:HDS,
author = "Z. Yan and L. Zhang and W. DING and Q. Zheng",
title = "Heterogeneous Data Storage Management with
Deduplication in Cloud Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "393--407",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2701352",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "access control; Access control; access control;
authorisation; Big data; cloud computing; Cloud
computing; cloud servers; cloud storage; cloud users;
cryptography; Data deduplication; data owners; data
privacy; data sensitivity; data sharing; deduplication
management; encrypted data storage; Encryption;
heterogeneous data storage management; Memory; multiple
Cloud Service Providers; outsourcing; security
analysis; storage management",
}
@Article{SoltaniPanah:2019:CDG,
author = "A. {Soltani Panah} and A. Yavari and R. {van Schyndel}
and D. Georgakopoulos and X. Yi",
title = "Context-Driven Granular Disclosure Control for
{Internet of Things} Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "3",
pages = "408--422",
month = sep,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2737463",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Oct 29 11:08:44 2019",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
https://www.math.utah.edu/pub/tex/bib/prng.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Authorization; context; context-driven disclosure
policies; context-driven granular disclosure control;
data handling; data lifecycle; Data models; data
obfuscation; data privacy; Data privacy; data stream
watermarking techniques; data utility; digital
watermark; Internet of Things; IoT data collection; IoT
environments; multigranular obfuscation; Privacy;
privacy enforcement; Privacy preservation; privacy
preservation techniques; pseudorandom numbers; security
of data; technology revolution; Watermarking",
}
@Article{Choo:2019:SIBb,
author = "Kim-Kwang Raymond Choo and Mauro Conti and Ali
Dehghantanha",
title = "Special Issue on {Big Data} Applications in Cyber
Security and Threat Intelligence {Part 2}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "423--424",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2933040",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Castiglione:2019:NMA,
author = "Aniello Castiglione and Giuseppe Cattaneo and
Giancarlo {De Maio} and Alfredo {De Santis} and
Gianluca Roscigno",
title = "A Novel Methodology to Acquire Live {Big Data}
Evidence from the Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "425--438",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2683521",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bou-Harb:2019:BDS,
author = "Elias Bou-Harb and Martin Hus{\'a}k and Mourad Debbabi
and Chadi Assi",
title = "Big Data Sanitization and Cyber Situational Awareness:
a Network Telescope Perspective",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "439--453",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723398",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2019:NRS,
author = "Binfeng Wang and Jun Zhang and Zili Zhang and Lei Pan
and Yang Xiang and Dawen Xia",
title = "Noise-Resistant Statistical Traffic Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "454--466",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2735996",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Iglesias:2019:PDI,
author = "F{\'e}lix Iglesias and Tanja Zseby",
title = "Pattern Discovery in Internet Background Radiation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "467--480",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2723893",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Moustafa:2019:NGA,
author = "Nour Moustafa and Jill Slay and Gideon Creech",
title = "Novel Geometric Area Analysis Technique for Anomaly
Detection Using Trapezoidal Area Estimation on
Large-Scale Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "481--494",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715166",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cao:2019:TMD,
author = "Bin Cao and Jianwei Zhao and Zhihan Lv and Xin Liu",
title = "{$3$D} Terrain Multiobjective Deployment Optimization
of Heterogeneous Directional Sensor Networks in
Security Monitoring",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "495--505",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2685581",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2019:RRT,
author = "Weiren Yu and Jianxin Li and Md Zakirul Alam Bhuiyan
and Richong Zhang and Jinpeng Huai",
title = "{Ring}: Real-Time Emerging Anomaly Monitoring System
Over Text Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "506--519",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2672672",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2019:SAM,
author = "Zhiyong Zhang and Ranran Sun and Xiaoxue Wang and
Changwei Zhao",
title = "A Situational Analytic Method for User Behavior
Pattern in Multimedia Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "520--528",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2657623",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2019:MMD,
author = "Zheng Xu and Lin Mei and Zhihan Lv and Chuanping Hu
and Xiangfeng Luo and Hui Zhang and Yunhuai Liu",
title = "Multi-Modal Description of Public Safety Events Using
Surveillance and Social Media",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "529--539",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2656918",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wan:2019:ALA,
author = "Zhiqiang Wan and Haibo He",
title = "{AnswerNet}: Learning to Answer Questions",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "540--549",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2884486",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ding:2019:SBT,
author = "Yichen Ding and Yanhua Li and Xun Zhou and Zhuojie
Huang and Simin You and Jun Luo",
title = "Sampling Big Trajectory Data for Traversal Trajectory
Aggregate Query",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "550--563",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2830780",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2019:QEB,
author = "Peng Zhang and Xiang Shi and Samee U. Khan",
title = "{QuantCloud}: Enabling {Big Data} Complex Event
Processing for Quantitative Finance Through a
Data-Driven Execution",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "564--575",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2847629",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2019:CDH,
author = "Yanhua Li and Guanxiong Liu and Zhi-Li Zhang and Jun
Luo and Fan Zhang",
title = "{CityLines}: Designing Hybrid Hub-and-Spoke Transit
System with Urban {Big Data}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "576--587",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2840222",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2019:BRS,
author = "Shengkang Yu and Xi Li and Xueyi Zhao and Zhongfei
Zhang and Fei Wu and Jingdong Wang and Yueting Zhuang
and Xuelong Li",
title = "A Bilinear Ranking {SVM} for Knowledge Based Relation
Prediction and Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "5",
number = "4",
pages = "588--600",
month = dec,
year = "2019",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2843766",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2020:MOE,
author = "Qiang Yang",
title = "Message From the Outgoing {Editor-in-Chief}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "1--1",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2971791",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tang:2020:MIE,
author = "Jie Tang",
title = "Message from the Incoming {Editor-in-Chief}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "2--2",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2971766",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2020:NRL,
author = "Daokun Zhang and Jie Yin and Xingquan Zhu and Chengqi
Zhang",
title = "Network Representation Learning: a Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "3--28",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2850013",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Han:2020:CWS,
author = "Guyue Han and Harish Sethu",
title = "Closed Walk Sampler: an Efficient Method for
Estimating Eigenvalues of Large Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "29--42",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2865805",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Malandrino:2020:MCT,
author = "Francesco Malandrino and Carla-Fabiana Chiasserini and
Giuseppe Avino and Marco Malinverno and Scott
Kirkpatrick",
title = "From Megabits to {CPU} Ticks: Enriching a Demand Trace
in the Age of {MEC}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "43--50",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2867025",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Joneidi:2020:OSS,
author = "Mohsen Joneidi and Alireza Zaeemzadeh and Behzad
Shahrasbi and Guo-Jun Qi and Nazanin Rahnavard",
title = "E-Optimal Sensor Selection for Compressive
Sensing-Based Purposes",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "51--65",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2868120",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2020:EPQ,
author = "Ruiyuan Li and Sijie Ruan and Jie Bao and Yanhua Li
and Yingcai Wu and Liang Hong and Yu Zheng",
title = "Efficient Path Query Processing Over Massive
Trajectories on the Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "66--79",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2868936",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Perrot:2020:CTH,
author = "Alexandre Perrot and David Auber",
title = "{Cornac}: Tackling Huge Graph Visualization with {Big
Data} Infrastructure",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "80--92",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2869165",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2020:STR,
author = "Pengcheng Zhang and Yangyang Jia and Jerry Gao and Wei
Song and Hareton Leung",
title = "Short-Term Rainfall Forecasting Using Multi-Layer
Perceptron",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "93--106",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2871151",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sainju:2020:PGB,
author = "Arpan Man Sainju and Danial Aghajarian and Zhe Jiang
and Sushil Prasad",
title = "Parallel Grid-Based Colocation Mining Algorithms on
{GPUs} for Big Spatial Event Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "107--118",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2871062",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fan:2020:MCS,
author = "Jicong Fan and Mingbo Zhao and Tommy W. S. Chow",
title = "Matrix Completion via Sparse Factorization Solved by
Accelerated Proximal Alternating Linearized
Minimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "119--130",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2871476",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2020:BDP,
author = "Huangke Chen and Jinming Wen and Witold Pedrycz and
Guohua Wu",
title = "Big Data Processing Workflows Oriented Real-Time
Scheduling Algorithm using Task-Duplication in
Geo-Distributed Clouds",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "131--144",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2874469",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhou:2020:OTD,
author = "Xun Zhou and Huigui Rong and Chang Yang and Qun Zhang
and Amin Vahedian Khezerlou and Hui Zheng and Zubair
Shafiq and Alex X. Liu",
title = "Optimizing Taxi Driver Profit Efficiency: a Spatial
Network-Based {Markov} Decision Process Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "145--158",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2875524",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lwowski:2020:GED,
author = "Brandon Lwowski and Paul Rad and Kim-Kwang Raymond
Choo",
title = "Geospatial Event Detection by Grouping Emotion
Contagion in Social Media",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "159--170",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2876405",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2020:OTT,
author = "Ran Xu and Yong Li and Sheng Chen",
title = "On the Opportunistic Topology of Taxi Networks in
Urban Mobility Environment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "171--188",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2878577",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cheng:2020:OCC,
author = "Jiujun Cheng and Minjun Chen and MengChu Zhou and
Shangce Gao and Chunmei Liu and Cong Liu",
title = "Overlapping Community Change-Point Detection in an
Evolving Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "189--200",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2880780",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chou:2020:FTF,
author = "Szu-Yu Chou and Jyh-Shing Roger Jang and Yi-Hsuan
Yang",
title = "Fast Tensor Factorization for Large-Scale
Context-Aware Recommendation from Implicit Feedback",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "201--208",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2889121",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2020:IIT,
author = "Anonymous",
title = "2019 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 5",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "1",
pages = "1--9",
month = mar,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2975953",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2020:SIW,
author = "Yang Yang and Jie Li and Cheng-Xiang Wang and Olav
Tirkkonen and Ming-Tuo Zhou",
title = "Special Issue on Wireless {Big Data}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "209--210",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2966806",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2020:BDE,
author = "Jie Huang and Cheng-Xiang Wang and Lu Bai and Jian Sun
and Yang Yang and Jie Li and Olav Tirkkonen and
Ming-Tuo Zhou",
title = "A {Big Data} Enabled Channel Model for {5G} Wireless
Communication Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "211--222",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2884489",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2020:CAW,
author = "Yupeng Li and Jianhua Zhang and Zhanyu Ma and Yu
Zhang",
title = "Clustering Analysis in the Wireless Propagation
Channel with a Variational {Gaussian} Mixture Model",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "223--232",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2840696",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2020:MEM,
author = "Ruidong Li and Hitoshi Asaeda",
title = "{MWBS}: an Efficient Many-to-Many Wireless {Big Data}
Delivery Scheme",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "233--247",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2878584",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2020:IDC,
author = "Qingchen Zhang and Laurence T. Yang and Zhikui Chen
and Peng Li",
title = "Incremental Deep Computation Model for Wireless {Big
Data} Feature Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "248--257",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2903092",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gu:2020:SWC,
author = "Yu Gu and Yifan Zhang and Jie Li and Yusheng Ji and
Xin An and Fuji Ren",
title = "{Sleepy}: Wireless Channel Data Driven Sleep
Monitoring via Commodity {WiFi} Devices",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "258--268",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2851201",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jia:2020:WDF,
author = "Weijia Jia and Hongjian Peng and Na Ruan and Zhiqing
Tang and Wei Zhao",
title = "{WiFind}: Driver Fatigue Detection with Fine-Grained
{Wi-Fi} Signal Features",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "269--282",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2848969",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Du:2020:DPP,
author = "Miao Du and Kun Wang and Zhuoqun Xia and Yan Zhang",
title = "Differential Privacy Preserving of Training Model in
Wireless {Big Data} with Edge Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "283--295",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2829886",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2020:BDP,
author = "Shuang Wang and Luca Bonomi and Wenrui Dai and Feng
Chen and Cynthia Cheung and Cinnamon S. Bloss and
Samuel Cheng and Xiaoqian Jiang",
title = "Big Data Privacy in Biomedical Research",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "296--308",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2608848",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2020:EMK,
author = "Yaliang Li and Chaochun Liu and Nan Du and Wei Fan and
Qi Li and Jing Gao and Chenwei Zhang and Hao Wu",
title = "Extracting Medical Knowledge from Crowdsourced
Question Answering Website",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "309--321",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2612236",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2020:DMB,
author = "Wenlu Zhang and Rongjian Li and Tao Zeng and Qian Sun
and Sudhir Kumar and Jieping Ye and Shuiwang Ji",
title = "Deep Model Based Transfer and Multi-Task Learning for
Biological Image Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "322--333",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2573280",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2020:CDM,
author = "Jianqiang Li and Lu Liu and Jingchao Sun and Haowen Mo
and Ji-Jiang Yang and Shi Chen and Huiting Liu and Qing
Wang and Hui Pan",
title = "Comparison of Different Machine Learning Approaches to
Predict Small for Gestational Age Infants",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "334--346",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2620981",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Rezgui:2020:CSP,
author = "Abdelmounaam Rezgui and Nickolas Davis and Zaki Malik
and Brahim Medjahed and Hamdy S. Soliman",
title = "{CloudFinder}: a System for Processing {Big Data}
Workloads on Volunteered Federated Clouds",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "347--358",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2703830",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ghosh:2020:CPI,
author = "Debopriya Ghosh and Javier Cabrera and Tarek N. Adam
and Petros Levounis and Nabil R. Adam",
title = "Comorbidity Patterns and Its Impact on Health
Outcomes: Two-Way Clustering Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "359--368",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2623323",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2020:KPA,
author = "Zhao Zhang and Kyle Barbary and Frank Austin Nothaft
and Evan R. Sparks and Oliver Zahn and Michael J.
Franklin and David A. Patterson and Saul Perlmutter",
title = "{Kira}: Processing Astronomy Imagery Using {Big Data}
Technology",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "369--381",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2599926",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Efthymiou:2020:BBA,
author = "Vasilis Efthymiou and Kostas Stefanidis and Vassilis
Christophides",
title = "Benchmarking Blocking Algorithms for {Web} Entities",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "382--395",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2576463",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hildebrandt:2020:LSD,
author = "Kai Hildebrandt and Fabian Panse and Niklas Wilcke and
Norbert Ritter",
title = "Large-Scale Data Pollution with {Apache Spark}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "396--411",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2637378",
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fjournal = "IEEE Transactions on Big Data",
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}
@Article{Jiang:2020:PPA,
author = "Yuxuan Jiang and Zhe Huang and Danny H. K. Tsang",
title = "On Power-Peak-Aware Scheduling for Large-Scale Shared
Clusters",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "2",
pages = "412--426",
month = jun,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2874663",
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journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Datcu:2020:SIB,
author = "Mihai Datcu and Jacqueline {Le Moigne} and Sveinung
Loekken and Pierre Soille and Gui-Song Xia",
title = "Special Issue on {Big Data} From Space",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "427--429",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3015536",
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bibdate = "Thu May 27 16:00:41 2021",
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fjournal = "IEEE Transactions on Big Data",
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}
@Article{Coluccia:2020:OCI,
author = "Giulio Coluccia and Cinzia Lastri and Donatella Guzzi
and Enrico Magli and Vanni Nardino and Lorenzo Palombi
and Ivan Pippi and Valentina Raimondi and Chiara
Ravazzi and Florin Garoi and Daniela Coltuc and
Raffaele Vitulli and Alessandro Zuccaro Marchi",
title = "Optical Compressive Imaging Technologies for Space
{Big Data}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "430--442",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907135",
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ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Barreyre:2020:MTO,
author = "Cl{\'e}mentine Barreyre and B{\'e}atrice Laurent and
Jean-Michel Loubes and Loic Boussouf and Bertrand
Cabon",
title = "Multiple Testing for Outlier Detection in Space
Telemetries",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "443--451",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2954831",
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ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{DeMarch:2020:IAP,
author = "R. {De March} and C. Leuzzi and M. Deffacis and F.
Caronte and A. F. Mulone and R. Messineo",
title = "Innovative Approach for {PMM} Data Processing and
Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "452--459",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2995242",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Stivaktakis:2020:CNN,
author = "Radamanthys Stivaktakis and Grigorios Tsagkatakis and
Bruno Moraes and Filipe Abdalla and Jean-Luc Starck and
Panagiotis Tsakalides",
title = "Convolutional Neural Networks for Spectroscopic
Redshift Estimation on {Euclid} Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "460--476",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2934475",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Brahem:2020:AUA,
author = "Mariem Brahem and Karine Zeitouni and Laurent Yeh",
title = "{ASTROIDE}: a Unified Astronomical {Big Data}
Processing Engine over {Spark}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "477--491",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2873749",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2020:BPC,
author = "Yonghao Xu and Bo Du and Liangpei Zhang",
title = "Beyond the Patchwise Classification: Spectral-Spatial
Fully Convolutional Networks for Hyperspectral Image
Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "492--506",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2923243",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tong:2020:EDF,
author = "Xin-Yi Tong and Gui-Song Xia and Fan Hu and Yanfei
Zhong and Mihai Datcu and Liangpei Zhang",
title = "Exploiting Deep Features for Remote Sensing Image
Retrieval: a Systematic Investigation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "507--521",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2948924",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2020:MDS,
author = "Fan Hu and Gui-Song Xia and Wen Yang and Liangpei
Zhang",
title = "Mining Deep Semantic Representations for Scene
Classification of High-Resolution Remote Sensing
Imagery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "522--536",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2916880",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{DaSilva:2020:TSM,
author = "Jo{\~a}o Paulo {Da Silva} and Jurandir Zullo and
Luciana Alvim {Santos Romani}",
title = "A Time Series Mining Approach for Agricultural Area
Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "537--546",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2913402",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Syrris:2020:MCS,
author = "Vasileios Syrris and Christina Corbane and Martino
Pesaresi and Pierre Soille",
title = "Mosaicking {Copernicus Sentinel-1} Data at Global
Scale",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "547--557",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2846265",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zinno:2020:NSS,
author = "I. Zinno and M. Bonano and S. Buonanno and F. Casu and
C. {De Luca} and M. Manunta and M. Manzo and R.
Lanari",
title = "National Scale Surface Deformation Time Series
Generation through Advanced {DInSAR} Processing of
{Sentinel-1} Data within a Cloud Computing
Environment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "558--571",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2863558",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shelestov:2020:CAA,
author = "Andrii Shelestov and Mykola Lavreniuk and Vladimir
Vasiliev and Leonid Shumilo and Andrii Kolotii and
Bohdan Yailymov and Nataliia Kussul and Hanna
Yailymova",
title = "Cloud Approach to Automated Crop Classification Using
{Sentinel-1} Imagery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "572--582",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2940237",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zurita-Milla:2020:ESO,
author = "Raul Zurita-Milla and Romulo Goncalves and Emma
Izquierdo-Verdiguier and Frank O. Ostermann",
title = "Exploring Spring Onset at Continental Scales: Mapping
Phenoregions and Correlating Temperature and
Satellite-Based Phenometrics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "583--593",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2926292",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ma:2020:DNN,
author = "Zhanyu Ma and Jiyang Xie and Hailong Li and Qie Sun
and Fredrik Wallin and Zhongwei Si and Jun Guo",
title = "Deep Neural Network-Based Impacts Analysis of
Multimodal Factors on Heat Demand Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "3",
pages = "594--605",
month = sep,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907127",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2020:BDC,
author = "Shiyan Hu and Xin Li and Haibo He and Shuguang Cui and
Manish Parashar",
title = "Big Data for Cyber-Physical Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "606--608",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3033101",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ibrahim:2020:BCS,
author = "Mohamed Ibrahim and Krishnendu Chakrabarty and Jun
Zeng",
title = "{BioCyBig}: a Cyberphysical System for Integrative
Microfluidics-Driven Analysis of Genomic Association
Studies",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "609--623",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2643683",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shah:2020:SDS,
author = "Zubair Shah and Adnan Anwar and Abdun Naser Mahmood
and Zahir Tari and Albert Y. Zomaya",
title = "A Spatiotemporal Data Summarization Approach for
Real-Time Operation of {Smart Grid}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "624--637",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2691350",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2020:MPF,
author = "R. Lily Hu and Ryan Skorupski and Robert Entriken and
Yinyu Ye",
title = "A Mathematical Programming Formulation for Optimal
Load Shifting of Electricity Demand for the Smart
Grid",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "638--651",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2639528",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bhuiyan:2020:EDT,
author = "Md Zakirul Alam Bhuiyan and Jie Wu and Gary M. Weiss
and Thaier Hayajneh and Tian Wang and Guojun Wang",
title = "Event Detection Through Differential Pattern Mining in
Cyber-Physical Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "652--665",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2731838",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2020:MOD,
author = "Xiaokang Wang and Laurence T. Yang and Xingyu Chen and
Lizhe Wang and Rajiv Ranjan and Xiaodao Chen and M.
Jamal Deen",
title = "A Multi-Order Distributed {HOSVD} with Its Incremental
Computing for Big Services in Cyber-Physical-Social
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "666--678",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2824303",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2020:PSA,
author = "Chao Huang and Dong Wang and Jun Tao and Brian Mann",
title = "On Physical-Social-Aware Localness Inference by
Exploring {Big Data} from Location-Based Services",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "679--690",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2726551",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sakurama:2020:CLS,
author = "Kazunori Sakurama",
title = "Control of Large-Scale Cyber-Physical Systems with
Agents Having Various Dynamics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "691--701",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2664892",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2020:SUA,
author = "Chao Huang and Dong Wang and Nitesh V. Chawla",
title = "Scalable Uncertainty-Aware Truth Discovery in {Big
Data} Social Sensing Applications for Cyber-Physical
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "702--713",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2669308",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kondor:2020:TMU,
author = "D{\'a}niel Kondor and Behrooz Hashemian and
Yves-Alexandre de Montjoye and Carlo Ratti",
title = "Towards Matching User Mobility Traces in Large-Scale
Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "714--726",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2871693",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gogoglou:2020:DDU,
author = "Antonia Gogoglou and Yannis Manolopoulos",
title = "A Data-Driven Unified Framework for Predicting
Citation Dynamics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "727--740",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2884505",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2020:PSO,
author = "Guifeng Wang and Qi Liu and Hongke Zhao and Chuanren
Liu and Tong Xu and Enhong Chen",
title = "Product Supply Optimization for Crowdfunding
Campaigns",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "741--756",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2889479",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhou:2020:STD,
author = "Xiaoping Zhou and Xun Liang and Zhi Tang",
title = "Scalable Triangle Discovery Algorithm for Large
Scale-Free Network with Limited Internal Memory",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "757--769",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2889120",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Dai:2020:TRT,
author = "Wei Dai and Qing Zhang and Weike Pan and Zhong Ming",
title = "Transfer to Rank for Top-{$N$} Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "770--779",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2892478",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gu:2020:LUB,
author = "Ke Gu and Xin Xu and Junfei Qiao and Qiuping Jiang and
Weisi Lin and Daniel Thalmann",
title = "Learning a Unified Blind Image Quality Metric via
On-Line and Off-Line Big Training Instances",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "780--791",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2895605",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2020:EPM,
author = "Die Hu and Dan Feng and Yulai Xie and Gongming Xu and
Xinrui Gu and Darrell Long",
title = "Efficient Provenance Management via Clustering and
Hybrid Storage in {Big Data} Environments",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "792--803",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907116",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zaghloul:2020:PMS,
author = "Ehab Zaghloul and Kai Zhou and Jian Ren",
title = "{P-MOD}: Secure Privilege-Based Multilevel
Organizational Data-Sharing in Cloud Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "804--815",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907133",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2020:GEB,
author = "Peng Sun and Yonggang Wen and Ta Nguyen Binh Duong and
Xiaokui Xiao",
title = "{GraphMP}: {I/O}-Efficient Big Graph Analytics on a
Single Commodity Machine",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "6",
number = "4",
pages = "816--829",
month = dec,
year = "2020",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2908384",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Dong:2021:GEA,
author = "Yuxiao Dong and Marinka Zitnik",
title = "Guest Editorial: {AI} for {COVID-19}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "1--2",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3057121",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Peng:2021:CCC,
author = "Yifan Peng and Yuxing Tang and Sungwon Lee and
Yingying Zhu and Ronald M. Summers and Zhiyong Lu",
title = "{COVID-19-CT-CXR}: a Freely Accessible and Weakly
Labeled Chest {X}-Ray and {CT} Image Collection on
{COVID-19} From Biomedical Literature",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "3--12",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3035935",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yan:2021:CCC,
author = "Qingsen Yan and Bo Wang and Dong Gong and Chuan Luo
and Wei Zhao and Jianhu Shen and Jingyang Ai and
Qinfeng Shi and Yanning Zhang and Shuo Jin and Liang
Zhang and Zheng You",
title = "{COVID-19} Chest {CT} Image Segmentation Network by
Multi-Scale Fusion and Enhancement Operations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "13--24",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3056564",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zucker:2021:LSB,
author = "Jeremy Zucker and Kaushal Paneri and Sara
Mohammad-Taheri and Somya Bhargava and Pallavi
Kolambkar and Craig Bakker and Jeremy Teuton and
Charles Tapley Hoyt and Kristie Oxford and Robert Ness
and Olga Vitek",
title = "Leveraging Structured Biological Knowledge for
Counterfactual Inference: a Case Study of Viral
Pathogenesis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "25--37",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3050680",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wanyan:2021:RLI,
author = "Tingyi Wanyan and Akhil Vaid and Jessica K. {De
Freitas} and Sulaiman Somani and Riccardo Miotto and
Girish N. Nadkarni and Ariful Azad and Ying Ding and
Benjamin S. Glicksberg",
title = "Relational Learning Improves Prediction of Mortality
in {COVID-19} in the Intensive Care Unit",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "38--44",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3048644",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{LaGatta:2021:ENN,
author = "Valerio {La Gatta} and Vincenzo Moscato and Marco
Postiglione and Giancarlo Sperl{\'\i}",
title = "An Epidemiological Neural Network Exploiting Dynamic
Graph Structured Data Applied to the {COVID-19}
Outbreak",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "45--55",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3032755",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Minetto:2021:MHE,
author = "Rodrigo Minetto and Maur{\'\i}cio Pamplona Segundo and
Gilbert Rotich and Sudeep Sarkar",
title = "Measuring Human and Economic Activity From Satellite
Imagery to Support City-Scale Decision-Making During
{COVID-19} Pandemic",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "56--68",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3032839",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Leng:2021:MDC,
author = "Yan Leng and Yujia Zhai and Shaojing Sun and Yifei Wu
and Jordan Selzer and Sharon Strover and Hezhao Zhang
and Anfan Chen and Ying Ding",
title = "Misinformation During the {COVID-19} Outbreak in
{China}: Cultural, Social and Political Entanglements",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "69--80",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3055758",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2021:CIC,
author = "Huimin Chen and Zeyu Zhu and Fanchao Qi and Yining Ye
and Zhiyuan Liu and Maosong Sun and Jianbin Jin",
title = "Country Image in {COVID-19} Pandemic: a Case Study of
{China}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "81--92",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3023459",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2021:ALR,
author = "Junhong Xu and Shangyue Zhu and Hanqing Guo and Shaoen
Wu",
title = "Automated Labeling for Robotic Autonomous Navigation
Through Multi-Sensory Semi-Supervised Learning on {Big
Data}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "93--101",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2892462",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{dosSantos:2021:HDB,
author = "Joelson Ant{\^o}nio dos Santos and Talat Iqbal Syed
and Murilo C. Naldi and Ricardo J. G. B. Campello and
Joerg Sander",
title = "Hierarchical Density-Based Clustering Using
{MapReduce}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "102--114",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907624",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sidhanta:2021:DAC,
author = "Subhajit Sidhanta and Wojciech Golab and Supratik
Mukhopadhyay",
title = "Deadline-Aware Cost Optimization for {Spark}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "115--127",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2908188",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ho:2021:AAI,
author = "Nguyen Ho and Huy Vo and Mai Vu and Torben Bach
Pedersen",
title = "{AMIC}: an Adaptive Information Theoretic Method to
Identify Multi-Scale Temporal Correlations in Big Time
Series Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "128--146",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907987",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yan:2021:NNS,
author = "Donghui Yan and Yingjie Wang and Jin Wang and Honggang
Wang and Zhenpeng Li",
title = "{$K$}-Nearest Neighbor Search by Random Projection
Forests",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "147--157",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2908178",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yan:2021:FCE,
author = "Donghui Yan and Yingjie Wang and Jin Wang and Guodong
Wu and Honggang Wang",
title = "Fast Communication-Efficient Spectral Clustering over
Distributed Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "158--168",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907985",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Koehler:2021:IDC,
author = "Martin Koehler and Edward Abel and Alex Bogatu and
Cristina Civili and Lacramioara Mazilu and Nikolaos
Konstantinou and Alvaro A. A. Fernandes and John Keane
and Leonid Libkin and Norman W. Paton",
title = "Incorporating Data Context to Cost-Effectively
Automate End-to-End Data Wrangling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "169--186",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907588",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2021:EEC,
author = "Yixin Chen and Dongsheng Li and Yu Hua and Wenbo He",
title = "Effective and Efficient Content Redundancy Detection
of {Web} Videos",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "187--198",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2913674",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xue:2021:REB,
author = "Xiao Xue and Shuai Huangfu and Lejun Zhang and Shufang
Wang",
title = "Research on Escaping the {Big-Data} Traps in {O2O}
Service Recommendation Strategy",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "199--213",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2915798",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tsou:2021:RER,
author = "Yao-Tung Tsou and Hung-Li Chen and Jia-Yang Chen",
title = "{RoD}: Evaluating the Risk of Data Disclosure Using
Noise Estimation for Differential Privacy",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "214--226",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2916108",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Luo:2021:AUN,
author = "Xin Luo and Mengchu Zhou and Shuai Li and Di Wu and
Zhigang Liu and Mingsheng Shang",
title = "Algorithms of Unconstrained Non-Negative Latent Factor
Analysis for Recommender Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "227--240",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2916868",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2021:IIT,
author = "Anonymous",
title = "2020 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 6",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "1",
pages = "1--13",
month = mar,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3055661",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu May 27 16:00:41 2021",
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acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bohm:2021:NHC,
author = "Christian B{\"o}hm and Martin Perdacher and Claudia
Plant",
title = "A Novel {Hilbert} Curve for Cache-Locality Preserving
Loops",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "241--254",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2830378",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
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bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2021:LSS,
author = "Heqing Huang and Cong Zheng and Junyuan Zeng and Wu
Zhou and Sencun Zhu and Peng Liu and Ian Molloy and
Suresh Chari and Ce Zhang and Quanlong Guan",
title = "A Large-Scale Study of {Android} Malware Development
Phenomenon on Public Malware Submission and Scanning
Platform",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "255--270",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2790439",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Aledhari:2021:DLB,
author = "Mohammed Aledhari and Marianne {Di Pierro} and Mohamed
Hefeida and Fahad Saeed",
title = "A Deep Learning-Based Data Minimization Algorithm for
Fast and Secure Transfer of Big Genomic Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "271--284",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2805687",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Mavlyutov:2021:MBI,
author = "Ruslan Mavlyutov and Philippe Cudre-Mauroux",
title = "Managing Big Interval Data with {CINTIA}: The
Checkpoint {INTerval} Array",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "285--298",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2691719",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gulisano:2021:SDD,
author = "Vincenzo Gulisano and Yiannis Nikolakopoulos and
Marina Papatriantafilou and Philippas Tsigas",
title = "{ScaleJoin}: A Deterministic, Disjoint-Parallel and
Skew-Resilient Stream Join",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "299--312",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2016.2624274",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jiang:2021:DDD,
author = "Ruobing Jiang and Zhenni Feng and Desheng Zhang and
Shuai Wang and Yanmin Zhu and Fan Zhang and Tian He",
title = "Data-Driven Digital Advertising with Uncertain Demand
Model in Metro Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "313--326",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2725913",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2021:UOT,
author = "Wei Emma Zhang and Ali Shemshadi and Quan Z. Sheng and
Yongrui Qin and Xiujuan Xu and Jian Yang",
title = "A User-Oriented Taxi Ridesharing System with
Large-Scale Urban {GPS} Sensor Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "327--340",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2872450",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2021:ITT,
author = "Huazhong Liu and Laurence T. Yang and Yimu Guo and Xia
Xie and Jianhua Ma",
title = "An Incremental Tensor-Train Decomposition for
Cyber-Physical-Social Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "341--354",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2867485",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yue:2021:FLD,
author = "Chaoqun Yue and Shweta Ware and Reynaldo Morillo and
Jin Lu and Chao Shang and Jinbo Bi and Jayesh Kamath
and Alexander Russell and Athanasios Bamis and Bing
Wang",
title = "Fusing Location Data for Depression Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "355--370",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2872569",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Aoki:2021:BEE,
author = "Shunsuke Aoki and Kaoru Sezaki and Nicholas Jing Yuan
and Xing Xie",
title = "{BusBeat}: Early Event Detection with Real-Time Bus
{GPS} Trajectories",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "371--382",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2872532",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Vhaduri:2021:ODP,
author = "Sudip Vhaduri and Christian Poellabauer",
title = "Opportunistic Discovery of Personal Places Using
Multi-Source Sensor Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "383--396",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2872585",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bati:2021:AIA,
author = "Ghassan F. Bati and Vivek K. Singh",
title = "{Altrumetrics}: Inferring Altruism Propensity Based on
Mobile Phone Use Patterns",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "397--406",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2873346",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2021:CEH,
author = "Ning Wang and Jie Wu",
title = "Cost-Efficient Heterogeneous Worker Recruitment under
Coverage Requirement in Spatial Crowdsourcing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "407--420",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2865755",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2021:TDV,
author = "Fei Chen and Donghong Wang and Qiuzhen Lin and
Jianyong Chen and Zhong Ming and Wei Yu and Jing Qin",
title = "Towards Dynamic Verifiable Pattern Matching",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "421--435",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2868657",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Benbernou:2021:SBE,
author = "Salima Benbernou and Xin Huang and Mourad Ouziri",
title = "Semantic-Based and Entity-Resolution Fusion to Enhance
Quality of Big {RDF} Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "436--450",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2710346",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ding:2021:MLB,
author = "Junhua Ding and Xin-Hua Hu and Venkat Gudivada",
title = "A Machine Learning Based Framework for Verification
and Validation of Massive Scale Image Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "451--467",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2680460",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Khalfi:2021:NMS,
author = "Besma Khalfi and Cyril de Runz and Sami Faiz and
Herman Akdag",
title = "A New Methodology for Storing Consistent Fuzzy
Geospatial Data in Big Data Environment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "2",
pages = "468--482",
month = jun,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2725904",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Schneider:2021:IDM,
author = "Bruno Schneider and Dominik J{\"a}ckle and Florian
Stoffel and Alexandra Diehl and Johannes Fuchs and
Daniel Keim",
title = "Integrating Data and Model Space in Ensemble Learning
by Visual Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "483--496",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2877350",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Seebacher:2021:VAS,
author = "Daniel Seebacher and Johannes H{\"a}u{\ss}ler and
Michael Hundt and Manuel Stein and Hannes M{\"u}ller
and Ulrich Engelke and Daniel A. Keim",
title = "Visual Analysis of Spatio-Temporal Event Predictions:
Investigating the Spread Dynamics of Invasive Species",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "497--509",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2877352",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Raji:2021:MVS,
author = "Mohammad Raji and John Duggan and Blaise DeCotes and
Jian Huang and Bradley {Vander Zanden}",
title = "Modeling and Visualizing Student Flow",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "510--523",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2840986",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2021:VBS,
author = "Yan Zheng and Yi Ou and Alexander Lex and Jeff M.
Phillips",
title = "Visualization of Big Spatial Data Using Coresets for
Kernel Density Estimates",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "524--534",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2913655",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Johnson:2021:BSS,
author = "Jeff Johnson and Matthijs Douze and Herv{\'e}
J{\'e}gou",
title = "Billion-Scale Similarity Search with {GPUs}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "535--547",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2921572",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ling:2021:NAE,
author = "Zenan Ling and Robert C. Qiu and Xing He and Lei Chu",
title = "A New Approach of Exploiting Self-Adjoint Matrix
Polynomials of Large Random Matrices for Anomaly
Detection and Fault Location",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "548--558",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2920350",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhou:2021:MDB,
author = "Zhili Zhou and Q. M. Jonathan Wu and Xingming Sun",
title = "Multiple Distance-Based Coding: Toward Scalable
Feature Matching for Large-Scale {Web} Image Search",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "559--573",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2919570",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wan:2021:YSI,
author = "Liangtian Wan and Yuyuan Yuan and Feng Xia and Huan
Liu",
title = "To Your Surprise: Identifying Serendipitous
Collaborators",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "574--589",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2921567",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2021:EGP,
author = "Long Zheng and Xianliang Li and Xi Ge and Xiaofei Liao
and Zhiyuan Shao and Hai Jin and Qiang-Sheng Hua",
title = "Efficient Graph Processing with Invalid Update
Filtration",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "590--602",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2921358",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wen:2021:FPD,
author = "Fei Wen and Lei Chu and Rendong Ying and Peilin Liu",
title = "Fast and Positive Definite Estimation of Large
Covariance Matrix for High-Dimensional Data Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "3",
pages = "603--609",
month = jul,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2937785",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Jul 10 08:31:17 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Dong:2021:DPO,
author = "Yucheng Dong and Zhaogang Ding and Francisco Chiclana
and Enrique Herrera-Viedma",
title = "Dynamics of Public Opinions in an Online and Offline
Social Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "610--618",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2676810",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fei:2021:VAP,
author = "Xiongwei Fei and Kenli Li and Wangdong Yang and Keqin
Li",
title = "Velocity-Aware Parallel Encryption Algorithm with Low
Energy Consumption for Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "619--631",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2697446",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Su:2021:SAR,
author = "Zhou Su and Qichao Xu",
title = "Security-Aware Resource Allocation for Mobile Social
Big Data: A Matching-Coalitional Game Solution",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "632--642",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2700318",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wu:2021:GTB,
author = "Xiaotong Wu and Taotao Wu and Maqbool Khan and Qiang
Ni and Wanchun Dou",
title = "Game Theory Based Correlated Privacy Preserving
Analysis in Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "643--656",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2701817",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2021:PAA,
author = "Kun Wang and Jiahui Yu and Xiulong Liu and Song Guo",
title = "A Pre-Authentication Approach to Proxy Re-Encryption
in Big Data Context",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "657--667",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2702176",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shen:2021:SAC,
author = "Jian Shen and Dengzhi Liu and Qi Liu and Xingming Sun
and Yan Zhang",
title = "Secure Authentication in Cloud Big Data with
Hierarchical Attribute Authorization Structure",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "668--677",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2705048",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gai:2021:PPD,
author = "Keke Gai and Meikang Qiu and Hui Zhao",
title = "Privacy-Preserving Data Encryption Strategy for Big
Data in Mobile Cloud Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "678--688",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2705807",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cheng:2021:SNQ,
author = "Ke Cheng and Liangmin Wang and Yulong Shen and Hua
Wang and Yongzhi Wang and Xiaohong Jiang and Hong
Zhong",
title = "Secure $k$-{NN} Query on Encrypted Cloud Data with
Multiple Keys",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "689--702",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2707552",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Thao:2021:OSS,
author = "Tran Phuong Thao and Mohammad Shahriar Rahman and Md
Zakirul Alam Bhuiyan and Ayumu Kubota and Shinsaku
Kiyomoto and Kazumasa Omote",
title = "Optimizing Share Size in Efficient and Robust Secret
Sharing Scheme for Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "703--716",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2708085",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2021:COM,
author = "Yushu Zhang and Jiantao Zhou and Yong Xiang and Leo Yu
Zhang and Fei Chen and Shaoning Pang and Xiaofeng
Liao",
title = "Computation Outsourcing Meets Lossy Channel: Secure
Sparse Robustness Decoding Service in Multi-Clouds",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "717--728",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2711040",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2021:SID,
author = "Xinyu Yang and Teng Wang and Xuebin Ren and Wei Yu",
title = "Survey on Improving Data Utility in Differentially
Private Sequential Data Publishing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "729--749",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2715334",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2021:DFL,
author = "Min Chen and Xiaobo Shi and Yin Zhang and Di Wu and
Mohsen Guizani",
title = "Deep Feature Learning for Medical Image Analysis with
Convolutional Autoencoder Neural Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "750--758",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2717439",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhou:2021:ELS,
author = "Wei Zhou and Jiankun Hu and Song Wang",
title = "Enhanced Locality-Sensitive Hashing for Fingerprint
Forensics Over Large Multi-Sensor Databases",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "759--769",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2736547",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2021:PAT,
author = "Lei Xu and Chunxiao Jiang and Yi Qian and Jianhua Li
and Youjian Zhao and Yong Ren",
title = "Privacy-Accuracy Trade-Off in Differentially-Private
Distributed Classification: a Game Theoretical
Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "770--783",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2777968",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2021:CDP,
author = "Jianwei Chen and Huadong Ma and Dong Zhao and Liang
Liu",
title = "Correlated Differential Privacy Protection for Mobile
Crowdsensing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "784--795",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2777862",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Luo:2021:SSL,
author = "Changqing Luo and Kaijin Zhang and Sergio Salinas and
Pan Li",
title = "{SecFact}: Secure Large-scale {$ Q R $} and {$ L U $}
Factorizations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "796--807",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2782809",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Feng:2021:ISH,
author = "Jun Feng and Laurence T. Yang and Guohui Dai and
Jinjun Chen and Zheng Yan",
title = "An Improved Secure High-Order-{Lanczos} Based
Orthogonal Tensor {SVD} for Outsourced
Cyber-Physical-Social Big Data Reduction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "4",
pages = "808--818",
month = apr,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2881441",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Aug 13 08:39:03 2021",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xiao:2021:APL,
author = "Cao Xiao and Shouyi Wang and Leon Iasemidis and
Stephen Wong and Wanpracha Art Chaovalitwongse",
title = "An Adaptive Pattern Learning Framework to Personalize
Online Seizure Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "819--831",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2675982",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Maurya:2021:DSC,
author = "Chandresh Kumar Maurya and Durga Toshniwal and Gopalan
Vijendran Venkoparao",
title = "Distributed Sparse Class-Imbalance Learning and Its
Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "832--844",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2688372",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2021:LRL,
author = "Zengpeng Li and Chunguang Ma and Ding Wang",
title = "Leakage Resilient Leveled {{\sc FHE}} on Multiple Bits
Message",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "845--858",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2726554",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2021:SUC,
author = "Daniel Zhang and Yang Zhang and Qi Li and Dong Wang",
title = "Sparse User Check-in Venue Prediction By Exploring
Latent Decision Contexts From Location-Based Social
Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "859--872",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2957118",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2021:DUG,
author = "Jiaqiang Liu and Huan Yan and Yong Li and Dmytro
Karamshuk and Nishanth Sastry and Di Wu and Depeng
Jin",
title = "Discovering and Understanding Geographical Video
Viewing Patterns in Urban Neighborhoods",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "873--884",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3055860",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Soda:2021:GIA,
author = "Paolo Soda and Rosa Sicilia and Ludovica Acciai and
Giulio Iannello",
title = "Grasping Inter-Attribute and Temporal Variability in
Multivariate Time Series",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "885--892",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2918807",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Farokhi:2021:PPP,
author = "Farhad Farokhi",
title = "Privacy-Preserving Public Release of Datasets for
Support Vector Machine Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "5",
pages = "893--899",
month = nov,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2963391",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2021:CTV,
author = "Yanwei Yu and Xianfeng Tang and Huaxiu Yao and Xiuwen
Yi and Zhenhui Li",
title = "Citywide Traffic Volume Inference with Surveillance
Camera Records",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "900--912",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2935057",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shang:2021:IBD,
author = "Tao Shang and Feng Zhang and Xingyue Chen and Jianwei
Liu and Xinxi Lu",
title = "Identity-Based Dynamic Data Auditing for Big Data
Storage",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "913--921",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2941882",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Myagmar:2021:HDL,
author = "Batsergelen Myagmar and Jie Li and Shigetomo Kimura",
title = "Heterogeneous Daily Living Activity Learning Through
Domain Invariant Feature Subspace",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "922--929",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2977626",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shukla:2021:DSS,
author = "Manu Shukla and Dinesh Dharme and Pallavi Ramnarain
and Ray {Dos Santos} and Chang-Tien Lu",
title = "{DIGDUG}: Scalable Separable Dense Graph Pruning and
Join Operations in {MapReduce}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "930--951",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2983650",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lyu:2021:SSC,
author = "Hanjia Lyu and Long Chen and Yu Wang and Jiebo Luo",
title = "Sense and Sensibility: Characterizing Social Media
Users Regarding the Use of Controversial Terms for
{COVID-19}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "952--960",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2996401",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yazdanparast:2021:LTC,
author = "Sakineh Yazdanparast and Mohsen Jamalabdollahi and
Timothy C. Havens",
title = "Linear Time Community Detection by a Novel Modularity
Gain Acceleration in Label Propagation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "961--966",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2995621",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2021:RSC,
author = "Xiao Hu and Hui Zhang and ChunMing Yang and XuJian
Zhao and Bo Li",
title = "Regularized Spectral Clustering With Entropy
Perturbation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "967--972",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3039036",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cao:2021:CES,
author = "Zhengjun Cao and Olivier Markowitch",
title = "Comment on {Efficient Secure Outsourcing of
Large-Scale Sparse Linear Systems of Equations}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "973--974",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2995200",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
note = "See \cite{Salinas:2018:ESO}.",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2021:SIB,
author = "Xiong Li and Shanpeng Liu and Rongxing Lu and Xiaosong
Zhang",
title = "On Security of an Identity-Based Dynamic Data Auditing
Protocol for Big Data Storage",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "7",
number = "6",
pages = "975--977",
month = dec,
year = "2021",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3026318",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xiong:2022:RIB,
author = "Hu Xiong and Kim-Kwang Raymond Choo and Athanasios V.
Vasilakos",
title = "Revocable Identity-Based Access Control for Big Data
with Verifiable Outsourced Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "1--13",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2697448",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fu:2022:NNP,
author = "Anmin Fu and Shui Yu and Yuqing Zhang and Huaqun Wang
and Chanying Huang",
title = "{NPP}: a New Privacy-Aware Public Auditing Scheme for
Cloud Data Sharing with Group Users",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "14--24",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2701347",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:PPP,
author = "Qingchen Zhang and Laurence T. Yang and Zhikui Chen
and Peng Li",
title = "{PPHOPCM}: Privacy-Preserving High-Order Possibilistic
$c$-Means Algorithm for Big Data Clustering with Cloud
Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "25--34",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2701816",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Su:2022:TAP,
author = "Ziyi Su and Fr{\'e}d{\'e}rique Biennier and Zhihan Lv
and Yong Peng and Houbing Song and Jingwei Miao",
title = "Toward Architectural and Protocol-Level Foundation for
End-to-End Trustworthiness in Cloud\slash Fog
Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "35--47",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2705418",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shen:2022:TEB,
author = "Jian Shen and Chen Wang and Aniello Castiglione and
Dengzhi Liu and Christian Esposito",
title = "Trustworthiness Evaluation-Based Routing Protocol for
Incompletely Predictable Vehicular Ad Hoc Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "48--59",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2710347",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2022:TSA,
author = "Chengqiang Huang and Geyong Min and Yulei Wu and
Yiming Ying and Ke Pei and Zuochang Xiang",
title = "Time Series Anomaly Detection for Trustworthy Services
in Cloud Computing Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "60--72",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2711039",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2022:AEP,
author = "Xue Yang and Rongxing Lu and Kim Kwang Raymond Choo
and Fan Yin and Xiaohu Tang",
title = "Achieving Efficient and Privacy-Preserving
Cross-Domain Big Data Deduplication in Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "73--84",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2721444",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tang:2022:WSC,
author = "Bing Tang and Gilles Fedak",
title = "{WukaStore}: Scalable, Configurable and Reliable Data
Storage on Hybrid Volunteered Cloud and Desktop
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "85--98",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2758791",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2022:ETM,
author = "Jiahui Yu and Kun Wang and Peng Li and Rui Xia and
Song Guo and Minyi Guo",
title = "Efficient Trustworthiness Management for Malicious
User Detection in Big Data Collection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "99--112",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2761386",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2022:TBI,
author = "Qichao Xu and Zhou Su and Shui Yu and Ying Wang",
title = "Trust Based Incentive Scheme to Allocate Big Data
Tasks with Mobile Social Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "113--124",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2764925",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:MSM,
author = "Xuyun Zhang and Lianyong Qi and Wanchun Dou and Qiang
He and Christopher Leckie and Ramamohanarao Kotagiri
and Zoran Salcic",
title = "{MRMondrian}: Scalable Multidimensional Anonymisation
for Big Data Privacy Preservation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "125--139",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2017.2787661",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:CTD,
author = "Tian Wang and Yang Li and Weiwei Fang and Wenzheng Xu
and Junbin Liang and Yewang Chen and Xuxun Liu",
title = "A Comprehensive Trustworthy Data Collection Approach
in Sensor-Cloud Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "140--151",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2811501",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Khalajzadeh:2022:SAC,
author = "Hourieh Khalajzadeh and Mohamed Abdelrazek and John
Grundy and John Hosking and Qiang He",
title = "Survey and Analysis of Current End-User Data Analytics
Tool Support",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "152--165",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2921774",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Meng:2022:TIT,
author = "Chuishi Meng and Yu Cui and Qing He and Lu Su and Jing
Gao",
title = "Towards the Inference of Travel Purpose with
Heterogeneous Urban Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "166--177",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2921823",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fahy:2022:FTM,
author = "Conor Fahy and Shengxiang Yang",
title = "Finding and Tracking Multi-Density Clusters in Online
Dynamic Data Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "178--192",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2922969",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:FCS,
author = "Ting Li and Yiming Zhang and Hao Liu and Guangtao Xue
and Ling Liu",
title = "Fast Compressive Spectral Clustering for Large-Scale
Sparse Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "193--202",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2931532",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Poostchi:2022:BST,
author = "Hanieh Poostchi and Massimo Piccardi",
title = "{BiLSTM-SSVM}: Training the {BiLSTM} with a Structured
Hinge Loss for Named-Entity Recognition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "203--212",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2938163",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Rammer:2022:EFE,
author = "Daniel Rammer and Thilina Buddhika and Matthew
Malensek and Shrideep Pallickara and Sangmi Lee
Pallickara",
title = "Enabling Fast Exploratory Analyses Over Voluminous
Spatiotemporal Data Using Analytical Engines",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "213--228",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2939834",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Nguyen:2022:FPN,
author = "Long Nguyen and Zhou Yang and Jia Li and Zhenhe Pan
and Guofeng Cao and Fang Jin",
title = "Forecasting People's Needs in Hurricane Events from
Social Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "229--240",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2941887",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yao:2022:IET,
author = "Haipeng Yao and Chong Liu and Peiying Zhang and Sheng
Wu and Chunxiao Jiang and Shui Yu",
title = "Identification of Encrypted Traffic Through Attention
Mechanism Based Long Short Term Memory",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "241--252",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2940675",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wu:2022:SEP,
author = "Sijie Wu and Hanhua Chen and Hai Jin and Shadi
Ibrahim",
title = "Shadow: Exploiting the Power of Choice for Efficient
Shuffling in {MapReduce}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "253--267",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2943473",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jayaraman:2022:FDN,
author = "Sethuraman Jayaraman and Manikandan Ramachandran and
Rizwan Patan and Mahmoud Daneshmand and Amir H.
Gandomi",
title = "Fuzzy Deep Neural Learning Based on {Goodman} and
{Kruskal}'s Gamma for Search Engine Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "268--277",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2963982",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:LBP,
author = "Qi Li and Mingyu Cheng and Junfeng Wang and Bowen
Sun",
title = "{LSTM} Based Phishing Detection for Big Email Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "278--288",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2978915",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anonymous:2022:IIT,
author = "Anonymous",
title = "2021 Index {{\booktitle{IEEE Transactions on Big
Data}}} Vol. 7",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "1",
pages = "1--16",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2021.3137062",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liao:2022:IBL,
author = "Xiaofei Liao and Zhan Zhang and Haikun Liu and Hai
Jin",
title = "Improving Bank-Level Parallelism for In-Memory
Checkpointing in Hybrid Memory Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "289--301",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2865964",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Srinivasan:2022:SMA,
author = "Sriram Srinivasan and Samuel D. Pollard and Boyana
Norris and Sajal K. Das and Sanjukta Bhowmick",
title = "A Shared-Memory Algorithm for Updating Tree-Based
Properties of Large Dynamic Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "302--317",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2870136",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Pang:2022:SCP,
author = "Zhifei Pang and Sai Wu and Gang Chen and Lidan Shou
and Ke Chen and Bingsheng He",
title = "A Stack-Centric Processing Model for Iterative
Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "318--331",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2841363",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2022:WMA,
author = "Zhengyu Yang and Manu Awasthi and Mrinmoy Ghosh and
Janki Bhimani and Ningfang Mi",
title = "{I/O} Workload Management for All-Flash Datacenter
Storage Systems Based on Total Cost of Ownership",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "332--345",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2871114",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Luo:2022:PSO,
author = "Changqing Luo and Jinlong Ji and Xuhui Chen and Ming
Li and Laurence T. Yang and Pan Li",
title = "Parallel Secure Outsourcing of Large-Scale Nonlinearly
Constrained Nonlinear Programming Problems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "346--355",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2018.2821195",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Alazzawe:2022:EBD,
author = "Anis Alazzawe and Amitangshu Pal and Krishna Kant",
title = "Efficient Big-Data Access: Taxonomy and a
Comprehensive Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "356--376",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.3036813",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shi:2022:VAA,
author = "Yang Shi and Yuyin Liu and Hanghang Tong and Jingrui
He and Gang Yan and Nan Cao",
title = "Visual Analytics of Anomalous User Behaviors: a
Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "377--396",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2964169",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Song:2022:BDE,
author = "Xuan Song and Haoran Zhang and Rajendra Akerkar and
Huawei Huang and Song Guo and Lei Zhong and Yusheng Ji
and Andreas L. Opdahl and Hemant Purohit and Andr{\'e}
Skupin and Akshay Pottathil and Aron Culotta",
title = "Big Data and Emergency Management: Concepts,
Methodologies, and Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "397--419",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2972871",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shi:2022:LSS,
author = "Xiaoyu Shi and Qiang He and Xin Luo and Yanan Bai and
Mingsheng Shang",
title = "Large-Scale and Scalable Latent Factor Analysis via
Distributed Alternative Stochastic Gradient Descent for
Recommender Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "420--431",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2973141",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liakos:2022:ULH,
author = "Panagiotis Liakos and Alexandros Ntoulas and Alex
Delis",
title = "Uncovering Local Hierarchical Overlapping Communities
at Scale",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "432--445",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2940450",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Teng:2022:LSA,
author = "Dan Teng and Xiaowei Zhang and Li Cheng and Delin
Chu",
title = "Least Squares Approximation via Sparse Subsampled
Randomized {Hadamard} Transform",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "446--457",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2972887",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2022:SAD,
author = "Yuxing Chen and Peter Goetsch and Mohammad A. Hoque
and Jiaheng Lu and Sasu Tarkoma",
title = "$d$-Simplexed: Adaptive {Delaunay} Triangulation for
Performance Modeling and Prediction on Big Data
Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "458--469",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2948338",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Etemadi:2022:PPE,
author = "Roohollah Etemadi and Jianguo Lu",
title = "{PES}: Priority Edge Sampling in Streaming Triangle
Estimation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "470--481",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2948613",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:DDB,
author = "Shengnan Wang and Chunguang Li",
title = "Discrete Double-Bit Hashing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "482--494",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2946616",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2022:GON,
author = "Peng Sun and Yonggang Wen and Ruobing Han and Wansen
Feng and Shengen Yan",
title = "{GradientFlow}: Optimizing Network Performance for
Large-Scale Distributed {DNN} Training",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "495--507",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2957478",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shah:2022:EDT,
author = "Zubair Shah and Adam G. Dunn",
title = "Event Detection on {Twitter} by Mapping Unexpected
Changes in Streaming Data into a Spatiotemporal
Lattice",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "508--522",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2948594",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hu:2022:AII,
author = "Lun Hu and Shicheng Yang and Xin Luo and MengChu
Zhou",
title = "An Algorithm of Inductively Identifying Clusters From
Attributed Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "523--534",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2964544",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lv:2022:UUV,
author = "Guangyi Lv and Kun Zhang and Le Wu and Enhong Chen and
Tong Xu and Qi Liu and Weidong He",
title = "Understanding the Users and Videos by Mining a Novel
{Danmu} Dataset",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "535--551",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2950411",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2022:WSC,
author = "Xuanwu Liu and Guoxian Yu and Carlotta Domeniconi and
Jun Wang and Guoqiang Xiao and Maozu Guo",
title = "Weakly Supervised Cross-Modal Hashing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "552--563",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2019.2954516",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2022:PUW,
author = "Ye Liu and Yuxuan Liang and Kun Ouyang and Shuming Liu
and David S. Rosenblum and Yu Zheng",
title = "Predicting Urban Water Quality With Ubiquitous Data
--- a Data-Driven Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "2",
pages = "564--578",
month = feb,
year = "2022",
CODEN = "????",
DOI = "https://doi.org/10.1109/TBDATA.2020.2972564",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Thu Apr 7 15:41:53 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fu:2022:FFL,
author = "Weijie Fu and Meng Wang and Shijie Hao and Tingting
Mu",
title = "{FLAG}: Faster Learning on Anchor Graph with Label
Predictor Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "579--591",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2017.2757522",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kejriwal:2022:KGS,
author = "Mayank Kejriwal and Pedro Szekely",
title = "Knowledge Graphs for Social Good: an Entity-Centric
Search Engine for the Human Trafficking Domain",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "592--606",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2017.2763164",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{He:2022:NGS,
author = "Liang He and Bin Shao and Yanghua Xiao and Yatao Li
and Tie-Yan Liu and Enhong Chen and Huanhuan Xia",
title = "Neurally-Guided Semantic Navigation in Knowledge
Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "607--615",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2018.2805363",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2022:MPB,
author = "Yuyan Zheng and Chuan Shi and Xiaohuan Cao and Xiaoli
Li and Bin Wu",
title = "A Meta Path Based Method for Entity Set Expansion in
Knowledge Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "616--629",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2018.2805366",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:LPK,
author = "Manling Li and Yuanzhuo Wang and Denghui Zhang and
Yantao Jia and Xueqi Cheng",
title = "Link Prediction in Knowledge Graphs: a
Hierarchy-Constrained Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "630--643",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2018.2867583",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
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bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:TUI,
author = "Zongpu Zhang and Tao Song and Liwei Lin and Yang Hua
and Xufeng He and Zhengui Xue and Ruhui Ma and Haibing
Guan",
title = "Towards Ubiquitous Intelligent Computing:
Heterogeneous Distributed Deep Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "644--657",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2018.2880978",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ma:2022:EEI,
author = "Meng Ma and Ping Wang",
title = "Efficient Event Inference and Context-Awareness in
{Internet of Things} Edge Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "658--670",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2019.2907978",
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bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qin:2022:MSC,
author = "Hongchao Qin and Rong-Hua Li and Guoren Wang and Xin
Huang and Ye Yuan and Jeffrey Xu Yu",
title = "Mining Stable Communities in Temporal Networks by
Density-Based Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "671--684",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2974849",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qi:2022:DDW,
author = "Lianyong Qi and Qiang He and Feifei Chen and Xuyun
Zhang and Wanchun Dou and Qiang Ni",
title = "Data-Driven Web {APIs} Recommendation for Building
{Web} Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "685--698",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2975587",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Misra:2022:SFS,
author = "Chandan Misra and Sourangshu Bhattacharya and Soumya
K. Ghosh",
title = "{Stark}: Fast and Scalable {Strassen}'s Matrix
Multiplication Using {Apache Spark}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "699--710",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2977326",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2022:MAP,
author = "Yangwen Yu and Victor O. K. Li and Jacqueline C. K.
Lam",
title = "Missing Air Pollution Data Recovery Based on
Long-Short Term Context Encoder",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "711--722",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2979443",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
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fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Parmar:2022:SMR,
author = "Nishaal Parmar and Hazem H. Refai and Thordur
Runolfsson",
title = "A Survey on the Methods and Results of Data-Driven
{Koopman} Analysis in the Visualization of Dynamical
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "723--738",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2980849",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2022:BBS,
author = "Gao Liu and Huidong Dong and Zheng Yan and Xiaokang
Zhou and Shohei Shimizu",
title = "{B4SDC}: a Blockchain System for Security Data
Collection in {MANETs}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "739--752",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2981438",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/bitcoin.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:MRM,
author = "Rui Wang and Xiao-Jun Wu and Kai-Xuan Chen and Josef
Kittler",
title = "Multiple {Riemannian} Manifold-Valued Descriptors
Based Image Set Classification With Multi-Kernel Metric
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "753--769",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2982146",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:IIR,
author = "Jia Wang and Jiannong Cao and Senzhang Wang and
Zhongyu Yao and Wengen Li",
title = "{IRDA}: Incremental Reinforcement Learning for Dynamic
Resource Allocation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "770--783",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2988273",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yuan:2022:MRL,
author = "Ye Yuan and Qiang He and Xin Luo and Mingsheng Shang",
title = "A Multilayered-and-Randomized Latent Factor Model for
High-Dimensional and Sparse Matrices",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "784--794",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2988778",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tang:2022:RRL,
author = "Zhiqing Tang and Weijia Jia and Xiaojie Zhou and
Wenmian Yang and Yongjian You",
title = "Representation and Reinforcement Learning for Task
Scheduling in Edge Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "795--808",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2990558",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:UAA,
author = "Mingyang Zhang and Tong Li and Yue Yu and Yong Li and
Pan Hui and Yu Zheng",
title = "Urban Anomaly Analytics: Description, Detection, and
Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "809--826",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2991008",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2022:CPF,
author = "Chao Chen and Sen Yang and Yasha Wang and Bin Guo and
Daqing Zhang",
title = "{CrowdExpress}: a Probabilistic Framework for On-Time
Crowdsourced Package Deliveries",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "827--842",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2991152",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2022:FF,
author = "Yang Liu and Yingting Liu and Zhijie Liu and Yuxuan
Liang and Chuishi Meng and Junbo Zhang and Yu Zheng",
title = "Federated Forest",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "843--854",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2992755",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Niu:2022:OTW,
author = "Xiaofei Niu and Guangchi Liu and Qing Yang",
title = "{OpinionRank}: Trustworthy Website Detection Using
Three Valued Subjective Logic",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "3",
pages = "855--866",
month = jun,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2994309",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jin:2022:GES,
author = "Di Jin and Wenjun Wang and Guojie Song and Philip S.
Yu and Jiawei Han",
title = "Guest Editorial: Special Issue on Network Structural
Modeling and Learning in Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "867--868",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2022.3162000",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{He:2022:ICM,
author = "Dongxiao He and Yanli Wu and Youyou Wang and Zhizhi Yu
and Zhiyong Feng and Xiaobao Wang and Yuxiao Huang",
title = "Identification of Communities With Multi-Semantics via
{Bayesian} Generative Model",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "869--881",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3131707",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gao:2022:MVC,
author = "Xiaowei Gao and Xiaoke Ma and Wensheng Zhang and
Jianbin Huang and He Li and Yanni Li and Jiangtao Cui",
title = "Multi-View Clustering With Self-Representation and
Structural Constraint",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "882--893",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3128906",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2022:HPO,
author = "Dong Liu and Guoliang Yang and Yanwei Wang and Hu Jin
and Enhong Chen",
title = "How to Protect Ourselves From Overlapping Community
Detection in Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "894--904",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2022.3152431",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jiang:2022:MGB,
author = "Nan Jiang and Fuxian Duan and Honglong Chen and Wei
Huang and Ximeng Liu",
title = "{MAFI}: {GNN}-Based Multiple Aggregators and Feature
Interactions Network for Fraud Detection Over
Heterogeneous Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "905--919",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3132672",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xie:2022:ASS,
author = "Yu Xie and Shengze Lv and Yuhua Qian and Chao Wen and
Jiye Liang",
title = "Active and Semi-Supervised Graph Neural Networks for
Graph Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "920--932",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3140205",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jiao:2022:SRO,
author = "Pengfei Jiao and Xuan Guo and Ting Pan and Wang Zhang
and Yulong Pei and Lin Pan",
title = "A Survey on Role-Oriented Network Embedding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "933--952",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3131610",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Song:2022:GES,
author = "Guojie Song and Chuan Shi and Yizhou Sun and Zhiyuan
Liu",
title = "Guest Editorial: Special Issue on Social Media
Computing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "953--954",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3119083",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xie:2022:IAD,
author = "Ruobing Xie and Qi Liu and Shukai Liu and Ziwei Zhang
and Peng Cui and Bo Zhang and Leyu Lin",
title = "Improving Accuracy and Diversity in Matching of
Recommendation With Diversified Preference Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "955--967",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3103263",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{He:2022:BNM,
author = "Chaobo He and Yulong Zheng and Xiang Fei and Hanchao
Li and Zeng Hu and Yong Tang",
title = "Boosting Nonnegative Matrix Factorization Based
Community Detection With Graph Attention Auto-Encoder",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "968--981",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3103213",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jin:2022:ICW,
author = "Hai Jin and Zhaobo Zhang and Pingpeng Yuan",
title = "Improving {Chinese} Word Representation Using Four
Corners Features",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "982--993",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3106582",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{He:2022:JCD,
author = "Dongxiao He and Huixin Liu and Zhiyong Feng and
Xiaobao Wang and Di Jin and Wenze Song and Yuxiao
Huang",
title = "A Joint Community Detection Model: Integrating
Directed and Undirected Probabilistic Graphical Models
via Factor Graph With Attention Mechanism",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "994--1006",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3104005",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:MMS,
author = "Jianian Li and Peng Bao and Huawei Shen and Xuanya
Li",
title = "{MiSTR}: a Multiview Structural-Temporal Learning
Framework for Rumor Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1007--1019",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3107481",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sangat:2022:AGJ,
author = "Prajwol Sangat and David Taniar and Christopher
Messom",
title = "{ATrie} Group Join: a Parallel Star Group Join and
Aggregation for In-Memory Column-Stores",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1020--1033",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3004520",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Han:2022:DSB,
author = "Yang Han and Jacqueline C. K. Lam and Victor O. K. Li
and Qi Zhang",
title = "A Domain-Specific {Bayesian} Deep-Learning Approach
for Air Pollution Forecast",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1034--1046",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3005368",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hou:2022:FMV,
author = "Dongdong Hou and Yang Cong and Gan Sun and Jiahua Dong
and Jun Li and Kai Li",
title = "Fast Multi-View Outlier Detection via {Deep Encoder}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1047--1058",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3004057",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhao:2022:DEB,
author = "Feng Zhao and Xiangyu Gui and Yafan Huang and Hai Jin
and Laurence T. Yang",
title = "Dynamic Entity-Based Named Entity Recognition Under
Unconstrained Tagging Schemes",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1059--1072",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2998770",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:SAL,
author = "Li Wang and Ren-Cang Li",
title = "A Scalable Algorithm for Large-Scale Unsupervised
Multi-View Partial Least Squares",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1073--1083",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3014937",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:DTE,
author = "Yingxue Zhang and Yanhua Li and Xun Zhou and Xiangnan
Kong and Jun Luo",
title = "Off-Deployment Traffic Estimation: a Traffic
Generative Adversarial Networks Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1084--1095",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3014511",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhong:2022:MIS,
author = "Yurong Zhong and Long Jin and Mingsheng Shang and Xin
Luo",
title = "Momentum-Incorporated Symmetric Non-Negative Latent
Factor Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1096--1106",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3012656",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ding:2022:PER,
author = "Jiahao Ding and Sai Mounika Errapotu and Yuanxiong Guo
and Haixia Zhang and Dongfeng Yuan and Miao Pan",
title = "Private Empirical Risk Minimization With Analytic
{Gaussian} Mechanism for Healthcare System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1107--1117",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2997732",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2022:RLP,
author = "Xiangxi Xu and Zhihui Lai and Yudong Chen",
title = "Relaxed Locality Preserving Supervised Discrete
Hashing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1118--1128",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3027379",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2022:WSL,
author = "Aiping Huang and Tiesong Zhao",
title = "Weak Supervision Learning for Object Co-Segmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1129--1140",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3009983",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:PRP,
author = "Lei Zhang and Xinpeng Wu and Hongke Zhao and Fan Cheng
and Qi Liu",
title = "Personalized Recommendation in {P2P} Lending Based on
Risk-Return Management: a Multi-Objective Perspective",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "4",
pages = "1141--1154",
month = aug,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.2993446",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Jul 26 16:02:13 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2022:MNT,
author = "Jin Huang and Ming Xiao",
title = "Mobile Network Traffic Prediction Based on Seasonal
Adjacent Windows Sampling and Conditional Probability
Estimation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1155--1168",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3014049",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shi:2022:MLG,
author = "Min Shi and Yufei Tang and Xingquan Zhu and Jianxun
Liu",
title = "Multi-Label Graph Convolutional Network Representation
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1169--1181",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3019478",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Si:2022:GES,
author = "Beibei Si and Yuxuan Liang and Jin Zhao and Yu Zhang
and Xiaofei Liao and Hai Jin and Haikun Liu and Lin
Gu",
title = "{GGraph}: an Efficient Structure-Aware Approach for
Iterative Graph Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1182--1194",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3019641",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Song:2022:DCN,
author = "Guojie Song and Qingqing Long and Yi Luo and Yiming
Wang and Yilun Jin",
title = "Deep Convolutional Neural Network Based Medical
Concept Normalization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1195--1208",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3021389",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ma:2022:EIG,
author = "Mengyu Ma and Luo Chen and Xue Ouyang and Xiaoran Liu
and Jun Li and Ning Jing",
title = "Efficient Interactive Global Cellular Signal Strength
Visualization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1209--1219",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3029559",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Song:2022:DAN,
author = "Guojie Song and Yizhou Zhang and Lingjun Xu and
Haibing Lu",
title = "Domain Adaptive Network Embedding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1220--1232",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3034201",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:CFN,
author = "Wei Wang and Tao Tang and Feng Xia and Zhiguo Gong and
Zhikui Chen and Huan Liu",
title = "Collaborative Filtering With Network Representation
Learning for Citation Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1233--1246",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3034976",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:EDG,
author = "Fan Zhang and Long Zheng and Xiaofei Liao and Xinqiao
Lv and Hai Jin and Jiang Xiao",
title = "An Effective 2-Dimension Graph Partitioning for Work
Stealing Assisted Graph Processing on Multi-{FPGAs}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1247--1258",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3035090",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2022:MSC,
author = "Xinying Wang and Cong Xu and Ke Wang and Feng Yan and
Dongfang Zhao",
title = "Memory Scaling of Cloud-Based Big Data Systems: a
Hybrid Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1259--1272",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3035522",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Biswas:2022:DDA,
author = "Sujit Biswas and Kashif Sharif and Fan Li and Iqbal
Alam and Saraju P. Mohanty",
title = "{DAAC}: Digital Asset Access Control in a Unified
Blockchain Based E-Health System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1273--1287",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3037914",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/bitcoin.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:CCG,
author = "Xin Zhang and Yanhua Li and Xun Zhou and Jun Luo",
title = "{cGAIL}: Conditional Generative Adversarial Imitation
Learning An Application in Taxi Drivers Strategy
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1288--1300",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3039810",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Pan:2022:SSC,
author = "Menghai Pan and Yanhua Li and Zhi-Li Zhang and Jun
Luo",
title = "{SCCS}: Smart Cloud Commuting System With Shared
Autonomous Vehicles",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1301--1311",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3041263",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Koh:2022:MPC,
author = "Zann Koh and Yuren Zhou and Billy Pik Lik Lau and Chau
Yuen and Bige Tun{\c{c}}er and Keng Hua Chong",
title = "Multiple-Perspective Clustering of Passive Wi-Fi
Sensing Trajectory Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1312--1325",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3045154",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yi:2022:PFG,
author = "Xiuwen Yi and Zhewen Duan and Ruiyuan Li and Junbo
Zhang and Tianrui Li and Yu Zheng",
title = "Predicting Fine-Grained Air Quality Based on Deep
Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1326--1339",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3047078",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Slo:2022:SAL,
author = "Ahmad Slo and Sukanya Bhowmik and Kurt Rothermel",
title = "State-Aware Load Shedding From Input Event Streams in
Complex Event Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1340--1357",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3047438",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ebadi:2022:MNI,
author = "Nima Ebadi and Mohsen Jozani and Kim-Kwang Raymond
Choo and Paul Rad",
title = "A Memory Network Information Retrieval Model for
Identification of News Misinformation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1358--1370",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3048961",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2022:DCD,
author = "Weiyi Huang and Peng Li and Bo Li and Tao Zhang",
title = "{DMP}: Content Delivery With Dynamic Movement Pattern
in Vehicular Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1371--1386",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3050777",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Shen:2022:KEM,
author = "Ying Shen and Yilin Zhang and Kaiqi Yuan and Dagang Li
and Haitao Zheng",
title = "A Knowledge-Enhanced Multi-View Framework for
Drug-Target Interaction Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1387--1398",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3051673",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Derbeko:2022:EPP,
author = "Philip Derbeko and Shlomi Dolev and Ehud Gudes and
Jeffrey D. Ullman",
title = "Efficient and Privacy Preserving Approximation of
Distributed Statistical Queries",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1399--1413",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3052516",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:RRC,
author = "Yaying Zhang and Xinyuan Sui",
title = "{RCIVMM}: a Route Choice-Based Interactive Voting Map
Matching Approach for Complex Urban Road Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1414--1427",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3057095",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:SIA,
author = "Angtai Li and Yu Chen and Zheng Yan and Xiaokang Zhou
and Shohei Shimizu",
title = "A Survey on Integrity Auditing for Data Storage in the
Cloud: From Single Copy to Multiple Replicas",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "5",
pages = "1428--1442",
month = oct,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2020.3029209",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jazayeri:2022:FSM,
author = "Ali Jazayeri and Christopher C. Yang",
title = "Frequent Subgraph Mining Algorithms in Static and
Temporal Graph-Transaction Settings: a Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1443--1462",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3072001",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fei:2022:OHD,
author = "Zhe Fei and Yevgen Ryeznik and Oleksandr Sverdlov and
Chee Wei Tan and Weng Kee Wong",
title = "An Overview of Healthcare Data Analytics With
Applications to the {COVID-19} Pandemic",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1463--1480",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3103458",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zou:2022:LTO,
author = "Xiexin Zou and Shiyao Zhang and Chenhan Zhang and
James J. Q. Yu and Edward Chung",
title = "Long-Term Origin-Destination Demand Prediction With
Graph Deep Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1481--1495",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3063553",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhao:2022:MNG,
author = "Wan-Lei Zhao and Hui Wang and Peng-Cheng Lin and
Chong-Wah Ngo",
title = "On the Merge of {$k$-NN} Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1496--1510",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3101517",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:UCD,
author = "Yanghua Zhang and Jice Wang and Hexiang Huang and
Yuqing Zhang and Peng Liu",
title = "Understanding and Conquering the Difficulties in
Identifying Third-Party Libraries From Millions of
{Android} Apps",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1511--1523",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3093244",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2022:HPS,
author = "Jia Chen and Xin Luo and MengChu Zhou",
title = "Hierarchical Particle Swarm Optimization-incorporated
Latent Factor Analysis for Large-Scale Incomplete
Matrices",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1524--1536",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3090905",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Lin:2022:MDT,
author = "Longlong Lin and Pingpeng Yuan and Rong-Hua Li and Hai
Jin",
title = "Mining Diversified Top-$r$ Lasting Cohesive Subgraphs
on Temporal Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1537--1549",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3058294",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2022:STI,
author = "Chao Chen and Qiang Liu and Xingchen Wang and Chengwu
Liao and Daqing Zhang",
title = "{semi-Traj2Graph} Identifying Fine-Grained Driving
Style With {GPS} Trajectory Data via Multi-Task
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1550--1565",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3063048",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2022:ETS,
author = "Guodao Sun and Sujia Zhu and Qi Jiang and Wang Xia and
Ronghua Liang",
title = "{EvoSets}: Tracking the Sensitivity of Dimensionality
Reduction Results Across Subspaces",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1566--1579",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3079200",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2022:TPM,
author = "He Li and Jianbin Huang and Hang Yuan and Jiangtao Cui
and Xiaoke Ma and Shaojie Qiao and Xindong Wu",
title = "A Two-Phase Method to Balance the Result of
Distributed Graph Repartitioning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1580--1591",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3070194",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2022:TEL,
author = "Shuai Yang and Hao Wang and Kui Yu and Fuyuan Cao and
Xindong Wu",
title = "Towards Efficient Local Causal Structure Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1592--1609",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3062937",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Raghavan:2022:GTA,
author = "Krishnan Raghavan and Sarangapani Jagannathan and V.
A. Samaranayake",
title = "A Game Theoretic Approach for Addressing Domain-Shift
in Big-Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1610--1621",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3077832",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hamandawana:2022:AMD,
author = "Prince Hamandawana and Awais Khan and Jongik Kim and
Tae-Sun Chung",
title = "Accelerating {ML\slash DL} Applications With
Hierarchical Caching on Deduplication Storage
Clusters",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1622--1636",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3106345",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:MBD,
author = "Yang Zhang and Hanqi Guo and Lanyu Shang and Dong Wang
and Tom Peterka",
title = "A Multi-Branch Decoder Network Approach to Adaptive
Temporal Data Selection and Reconstruction for Big
Scientific Simulation Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1637--1649",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3092174",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chang:2022:MRD,
author = "Shih Yu Chang and Hsiao-Chun Wu",
title = "Multi-Relational Data Characterization by Tensors:
Tensor Inversion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1650--1663",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3079265",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wong:2022:DTC,
author = "Hok Shing Wong and Li Wang and Raymond Chan and
Tieyong Zeng",
title = "Deep Tensor {CCA} for Multi-View Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1664--1677",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3079234",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Mohan:2022:TCM,
author = "Ram Mohan and Santanu Chaudhury and Brejesh Lall",
title = "Temporal Causal Modelling on Large Volume Enterprise
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1678--1689",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3053879",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:HGA,
author = "Yiding Zhang and Xiao Wang and Chuan Shi and Xunqiang
Jiang and Yanfang Ye",
title = "Hyperbolic Graph Attention Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1690--1701",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3081431",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2022:SES,
author = "Songnian Zhang and Suprio Ray and Rongxing Lu",
title = "{SOREL}: Efficient and Secure {ORE}-Based Range Query
Over Outsourced Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1702--1715",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2021.3089986",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cheng:2022:MRE,
author = "Harry Cheng and Lizi Liao and Linmei Hu and Liqiang
Nie",
title = "Multi-Relation Extraction via A Global-Local Graph
Convolutional Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "8",
number = "6",
pages = "1716--1728",
month = dec,
year = "2022",
DOI = "https://doi.org/10.1109/TBDATA.2022.3144151",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed Nov 30 07:34:21 2022",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Pal:2023:SMD,
author = "Amitangshu Pal and Junbo Wang and Yilang Wu and
Krishna Kant and Zhi Liu and Kento Sato",
title = "Social Media Driven Big Data Analysis for Disaster
Situation Awareness: a Tutorial",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "1--21",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3158431",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:HRL,
author = "Tong Liu and Jinzhen Wang and Qing Liu and Shakeel
Alibhai and Tao Lu and Xubin He",
title = "High-Ratio Lossy Compression: Exploring the
Autoencoder to Compress Scientific Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "22--36",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3066151",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/datacompression.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qiao:2023:MQC,
author = "Lianpeng Qiao and Rong-Hua Li and Zhiwei Zhang and Ye
Yuan and Guoren Wang and Hongchao Qin",
title = "Maximal Quasi-Cliques Mining in Uncertain Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "37--50",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3093355",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Farokhi:2023:NPD,
author = "Farhad Farokhi",
title = "Noiseless Privacy: Definition, Guarantees, and
Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "51--62",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3104021",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2023:HLM,
author = "Gan Sun and Yang Cong and Changjun Gu and Xu Tang and
Zhengming Ding and Haibin Yu",
title = "Hierarchical Lifelong Machine Learning With
{``Watchdog''}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "63--74",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3110862",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:HRG,
author = "Ziheng Chen and Tianyang Xu and Xiao-Jun Wu and Rui
Wang and Josef Kittler",
title = "Hybrid {Riemannian} Graph-Embedding Metric Learning
for Image Set Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "75--92",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3113084",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2023:HRM,
author = "Yangwen Yu and Victor O. K. Li and Jacqueline C. K.
Lam",
title = "Hierarchical Recovery of Missing Air Pollution Data
via Improved Long-Short Term Context Encoder Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "93--105",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3123819",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Cui:2023:VAM,
author = "Wenqiang Cui and Girts Strazdins and Hao Wang",
title = "Visual Analysis of Multidimensional Big Data: a
Scalable Lightweight Bundling Method for Parallel
Coordinates",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "106--117",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3123982",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:PUS,
author = "Yupei Zhang and Rui An and Shuhui Liu and Jiaqi Cui
and Xuequn Shang",
title = "Predicting and Understanding Student Learning
Performance Using Multi-Source Sparse Attention
Convolutional Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "118--132",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3125204",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kou:2023:WWT,
author = "Ziyi Kou and Daniel Zhang and Lanyu Shang and Dong
Wang",
title = "What and Why? {Towards} Duo Explainable Fauxtography
Detection Under Constrained Supervision",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "133--146",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3130165",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ahmed:2023:SAT,
author = "Hameeza Ahmed and Muhammad Ali Ismail",
title = "A Structured Approach Towards Big Data
Identification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "147--159",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3139069",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhou:2023:LMF,
author = "Hao Zhou and Geng Yang and Yang Xiang and Yunlu Bai
and Weiya Wang",
title = "A Lightweight Matrix Factorization for Recommendation
With Local Differential Privacy in Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "160--173",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3139125",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:PEO,
author = "Chao Wang and Shuo Wang and Xiaoman Cheng and Yunhua
He and Ke Xiao and Shujia Fan",
title = "A Privacy and Efficiency-Oriented Data Sharing
Mechanism for {IoTs}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "174--185",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3148181",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qiao:2023:RTT,
author = "Ziyue Qiao and Yanjie Fu and Pengyang Wang and Meng
Xiao and Zhiyuan Ning and Denghui Zhang and Yi Du and
Yuanchun Zhou",
title = "{RPT}: Toward Transferable Model on Heterogeneous
Researcher Data via Pre-Training",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "186--199",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3152386",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yuan:2023:SST,
author = "Ye Yuan and Yong Zhang and Boyue Wang and Yuan Peng
and Yongli Hu and Baocai Yin",
title = "{STGAN}: Spatio-Temporal Generative Adversarial
Network for Traffic Data Imputation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "200--211",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3154097",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:EMD,
author = "Zhu Wang and Zilong Wang and Xiaona Li and Zhiwen Yu
and Bin Guo and Liming Chen and Xingshe Zhou",
title = "Exploring Multi-Dimension User-Item Interactions With
Attentional Knowledge Graph Neural Networks for
Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "212--226",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3154778",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:MBL,
author = "Wenjing Li and Haoran Zhang and Jinyu Chen and Peiran
Li and Yuhao Yao and Xiaodan Shi and Mariko Shibasaki
and Hill Hiroki Kobayashi and Xuan Song and Ryosuke
Shibasaki",
title = "Metagraph-Based Life Pattern Clustering With Big Human
Mobility Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "227--240",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3155752",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2023:DDS,
author = "Qi Zheng and Yaying Zhang",
title = "{DSTAGCN}: Dynamic Spatial-Temporal Adjacent Graph
Convolutional Network for Traffic Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "241--253",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3156366",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xiao:2023:SSG,
author = "Shunxin Xiao and Shiping Wang and Wenzhong Guo",
title = "{SGAE}: Stacked Graph Autoencoder for Deep
Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "254--266",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3160477",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Groh:2023:GGB,
author = "Fabian Groh and Lukas Ruppert and Patrick Wieschollek
and Hendrik P. A. Lensch",
title = "{GGNN}: Graph-Based {GPU} Nearest Neighbor Search",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "267--279",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3161156",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yao:2023:MVM,
author = "Zijun Yao and Deguang Kong and Miao Lu and Xiao Bai
and Jian Yang and Hui Xiong",
title = "Multi-View Multi-Task Campaign Embedding for
Cold-Start Conversion Rate Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "280--293",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3162150",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2023:ADC,
author = "Chen Yang and Zhihui Du and Xiaofeng Meng and Xukang
Zhang and Xinli Hao and David A. Bader",
title = "Anomaly Detection in Catalog Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "294--311",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3161925",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Nie:2023:SDM,
author = "Xiushan Nie and Xingbo Liu and Jie Guo and Letian Wang
and Yilong Yin",
title = "Supervised Discrete Multiple-Length Hashing for Image
Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "312--327",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3161905",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:GDL,
author = "Dexian Wang and Tianrui Li and Ping Deng and Jia Liu
and Wei Huang and Fan Zhang",
title = "A Generalized Deep Learning Algorithm Based on {NMF}
for Multi-View Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "328--340",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3163584",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:DSD,
author = "Peipei Li and Yingying Liu and Yang Hu and Yuhong
Zhang and Xuegang Hu and Kui Yu",
title = "A Drift-Sensitive Distributed {LSTM} Method for Short
Text Stream Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "341--357",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3164239",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Fang:2023:HRE,
author = "Peng Fang and Fang Wang and Zhan Shi and Hong Jiang
and Dan Feng and Xianghao Xu and Wei Yin",
title = "How to Realize Efficient and Scalable Graph Embeddings
via an Entropy-Driven Mechanism",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "358--371",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3164575",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Servetnyk:2023:DDA,
author = "Mykola Servetnyk and Carrson C. Fung",
title = "Distributed Dual Averaging Based Data Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "372--379",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3146169",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chang:2023:REU,
author = "Heng Chang and Jun Guo and Wenwu Zhu",
title = "Rethinking Embedded Unsupervised Feature Selection: a
Simple Joint Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "1",
pages = "380--387",
month = feb,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3178715",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Feb 14 10:10:22 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Azam:2023:DPT,
author = "Naila Azam and Lito Michala and Shuja Ansari and
Nguyen Binh Truong",
title = "Data Privacy Threat Modelling for Autonomous Systems:
a Survey From the {GDPR}'s Perspective",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "388--414",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3227336",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:SHG,
author = "Xiao Wang and Deyu Bo and Chuan Shi and Shaohua Fan
and Yanfang Ye and Philip S. Yu",
title = "A Survey on Heterogeneous Graph Embedding: Methods,
Techniques, Applications and Sources",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "415--436",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3177455",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jiang:2023:TES,
author = "Zhifeng Jiang and Wei Wang and Bo Li and Qiang Yang",
title = "Towards Efficient Synchronous Federated Training: a
Survey on System Optimization Strategies",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "437--454",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3177222",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2023:NED,
author = "Xin Sun and Zenghui Song and Yongbo Yu and Junyu Dong
and Claudia Plant and Christian B{\"o}hm",
title = "Network Embedding via Deep Prediction Model",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "455--470",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3194643",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:PLD,
author = "Pengfei Zhang and Xiang Cheng and Sen Su and Binyuan
Zhu",
title = "{PrivTDSI}: a Local Differentially Private Approach
for Truth Discovery via Sampling and Inference",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "471--484",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3186175",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liang:2023:SMF,
author = "Xin Liang and Kai Zhao and Sheng Di and Sihuan Li and
Robert Underwood and Ali M. Gok and Jiannan Tian and
Junjing Deng and Jon C. Calhoun and Dingwen Tao and
Zizhong Chen and Franck Cappello",
title = "{SZ3}: a Modular Framework for Composing
Prediction-Based Error-Bounded Lossy Compressors",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "485--498",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3201176",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/datacompression.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:IPK,
author = "Xue Chen and Cheng Wang and Jipeng Cui and Qing Yang
and Teng Hu and Changjun Jiang",
title = "Incorporating Prior Knowledge in Local Differentially
Private Data Collection for Frequency Estimation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "499--511",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3190033",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:TTH,
author = "Chunkai Zhang and Quanjian Dai and Zilin Du and
Wensheng Gan and Jian Weng and Philip S. Yu",
title = "{TUSQ}: Targeted High-Utility Sequence Querying",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "512--527",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3175428",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:SAG,
author = "Yong Zhang and Xiulan Wei and Xinyu Zhang and Yongli
Hu and Baocai Yin",
title = "Self-Attention Graph Convolution Residual Network for
Traffic Data Completion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "528--541",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3181068",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2023:MHI,
author = "Kejie Xu and Peifang Deng and Hong Huang",
title = "Mining Hierarchical Information of {CNNs} for Scene
Classification of {VHR} Remote Sensing Images",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "542--554",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3196314",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ling:2023:CFS,
author = "Zhaolong Ling and Bo Li and Yiwen Zhang and Qingren
Wang and Kui Yu and Xindong Wu",
title = "Causal Feature Selection With Efficient Spouses
Discovery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "555--568",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3178472",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Guo:2023:CDB,
author = "Kun Guo and Zhanhong Chen and Xu Lin and Ling Wu and
Zhi-Hui Zhan and Yuzhong Chen and Wenzhong Guo",
title = "Community Detection Based on Multiobjective Particle
Swarm Optimization and Graph Attention Variational
Autoencoder",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "569--583",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3164916",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:MLB,
author = "Yuanyi Chen and Peng Yu and Wenwang Chen and Zengwei
Zheng and Minyi Guo",
title = "Meta-Learning Based Classification for Moving Object
Trajectories in Mobile {IoT}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "584--596",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3195861",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yue:2023:AGA,
author = "Guowei Yue and Rui Xiao and Zhongying Zhao and Chao
Li",
title = "{AF-GCN}: Attribute-Fusing Graph Convolution Network
for Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "597--607",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3192598",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gupta:2023:MST,
author = "Vinayak Gupta and Srikanta Bedathur",
title = "Modeling Spatial Trajectories Using Coarse-Grained
Smartphone Logs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "608--620",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3204759",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2023:BVS,
author = "Yujing Sun and Hao Xiong and Siu Ming Yiu and Kwok Yan
Lam",
title = "{BitAnalysis}: a Visualization System for {Bitcoin}
Wallet Investigation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "621--636",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3188660",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Choi:2023:DSE,
author = "Unho Choi and Kyungyong Lee",
title = "Dense or Sparse : Elastic {SPMM} Implementation for
Optimal Big-Data Processing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "637--652",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3199197",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Guo:2023:OEB,
author = "Jianxiong Guo and Yapu Zhang and Weili Wu",
title = "An Overall Evaluation on Benefits of Competitive
Influence Diffusion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "653--664",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2021.3084468",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Ge:2023:CDT,
author = "Ningchao Ge and Zheng Qin and Peng Peng and Mingdao Li
and Lei Zou and Keqin Li",
title = "A Cost-Driven Top-{$K$} Queries Optimization Approach
on Federated {RDF} Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "665--676",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3156090",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2023:POC,
author = "Zhigao Zheng and Xuanhua Shi and Hai Jin",
title = "Parallel Overlapping Community Detection Algorithm on
{GPU}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "677--687",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3180360",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bi:2023:IRC,
author = "Xiuli Bi and Jinwu Hu and Bin Xiao and Weisheng Li and
Xinbo Gao",
title = "{IEMask R-CNN}: Information-Enhanced Mask {R-CNN}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "688--700",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3187413",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Anwar:2023:TEC,
author = "Tarique Anwar and Surya Nepal and Cecile Paris and
Jian Yang and Jia Wu and Quan Z. Sheng",
title = "Tracking the Evolution of Clusters in Social Media
Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "701--715",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3204207",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:IHU,
author = "Haobing Liu and Yanmin Zhu and Chunyang Wang and
Jianyu Ding and Jiadi Yu and Feilong Tang",
title = "Incorporating Heterogeneous User Behaviors and Social
Influences for Predictive Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "716--732",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3193028",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:ELS,
author = "Songnian Zhang and Suprio Ray and Rongxing Lu and
Yandong Zheng",
title = "Efficient Learned Spatial Index With Interpolation
Function Based Learned Model",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "733--745",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3186857",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:WBA,
author = "Shiqi Wang and Chongming Gao and Min Gao and Junliang
Yu and Zongwei Wang and Hongzhi Yin",
title = "Who are the Best Adopters? {User} Selection Model for
Free Trial Item Promotion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "746--757",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3205334",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:LFP,
author = "Cheng Wang and Hangyu Zhu and Ruixin Hu and Rui Li and
Changjun Jiang",
title = "{LongArms}: Fraud Prediction in Online Lending
Services Using Sparse Knowledge Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "2",
pages = "758--772",
month = apr,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3172060",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tamburri:2023:BDS,
author = "Damian A. Tamburri and Vincent R. van Mierlo and
Willem-Jan van den Heuvel",
title = "Big Data for the Social Good: The Drought
Early-Warning Experience Report",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "773--791",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3191749",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Huang:2023:FCD,
author = "Wei Huang and Jia Liu and Tianrui Li and Shenggong Ji
and Dexian Wang and Tianqiang Huang",
title = "{FedCKE}: Cross-Domain Knowledge Graph Embedding in
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "792--804",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3205705",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2023:ESP,
author = "Chang Xu and Ruijuan Wang and Liehuang Zhu and Chuan
Zhang and Rongxing Lu and Kashif Sharif",
title = "Efficient Strong Privacy-Preserving Conjunctive
Keyword Search Over Encrypted Cloud Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "805--817",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3205668",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{DeCapitanidiVimercati:2023:SDD,
author = "Sabrina {De Capitani di Vimercati} and Dario
Facchinetti and Sara Foresti and Giovanni Livraga and
Gianluca Oldani and Stefano Paraboschi and Matthew
Rossi and Pierangela Samarati",
title = "Scalable Distributed Data Anonymization for Large
Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "818--831",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3207521",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:OPR,
author = "Dongjie Wang and Kunpeng Liu and Hui Xiong and Yanjie
Fu",
title = "Online {POI} Recommendation: Learning Dynamic
Geo-Human Interactions in Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "832--844",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3215134",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2023:NDF,
author = "Weihua Xu and Yanzhou Pan and Xiuwei Chen and Weiping
Ding and Yuhua Qian",
title = "A Novel Dynamic Fusion Approach Using Information
Entropy for Interval-Valued Ordered Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "845--859",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3215494",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:TAU,
author = "Pengfei Zhang and Xiang Cheng and Sen Su and Ning
Wang",
title = "Task Allocation Under Geo-Indistinguishability via
Group-Based Noise Addition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "860--877",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3215467",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gao:2023:DDG,
author = "Shuai Gao and Zhongbao Zhang and Sen Su",
title = "{DAWN}: Domain Generalization Based Network
Alignment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "878--888",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3218128",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:MHE,
author = "Minzhi Chen and Chunlin He and Xin Luo",
title = "{MNL}: a Highly-Efficient Model for Large-scale
Dynamic Weighted Directed Network Representation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "889--903",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3218064",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qiu:2023:CSC,
author = "Yu-Xuan Qiu and Dong Wen and Rong-Hua Li and Lu Qin
and Michael Yu and Xuemin Lin",
title = "Computing Significant Cliques in Large Labeled
Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "904--917",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3223644",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:OKS,
author = "Mingdao Li and Peng Peng and Zhen Tian and Zheng Qin
and Zheng Huang and Yi Liu",
title = "Optimizing Keyword Search Over Federated {RDF}
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "918--935",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3224749",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:LIF,
author = "Yushu Zhang and Zhibin Fu and Shuren Qi and Mingfu Xue
and Zhongyun Hua and Yong Xiang",
title = "Localization of Inpainting Forgery With Feature
Enhancement Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "936--948",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3225194",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Luo:2023:DDA,
author = "Huizhang Luo and Junqi Wang and Zhenlu Qin and Dan
Huang and Qing Liu and Mengchu Zhou and Hong Jiang",
title = "A Data-driven Approach to Harvesting Latent Reduced
Models to Precondition Lossy Compression for Scientific
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "949--963",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3225959",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Jiang:2023:PBB,
author = "Wenbo Jiang and Hongwei Li and Guowen Xu and Tianwei
Zhang and Rongxing Lu",
title = "Physical Black-Box Adversarial Attacks Through
Transformations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "964--974",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3227318",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Mavroudopoulos:2023:SSI,
author = "Ioannis Mavroudopoulos and Anastasios Gounaris",
title = "{SIESTA}: a Scalable Infrastructure of Sequential
Pattern Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "975--990",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3229092",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zheng:2023:MOM,
author = "Furong Zheng and Juanjuan Zhao and Jiexia Ye and
Xitong Gao and Kejiang Ye and Chengzhong Xu",
title = "Metro {OD} Matrix Prediction Based on Multi-View
Passenger Flow Evolution Trend Modeling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "991--1003",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3229836",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2023:BDF,
author = "Jia-Quan Yang and Qi-Te Yang and Ke-Jing Du and
Chun-Hua Chen and Hua Wang and Sang-Woon Jeon and Jun
Zhang and Zhi-Hui Zhan",
title = "Bi-Directional Feature Fixation-Based Particle Swarm
Optimization for Large-Scale Feature Selection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "3",
pages = "1004--1017",
month = jun,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3232761",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Wed May 17 12:24:42 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Sun:2023:AMO,
author = "Guodao Sun and Zihao Zhu and Gefei Zhang and Chaoqing
Xu and Yunchao Wang and Sujia Zhu and Baofeng Chang and
Ronghua Liang",
title = "Application of Mathematical Optimization in Data
Visualization and Visual Analytics: a Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1018--1037",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3262151",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:SDP,
author = "Mengxiao Zhang and Fernando Beltr{\'a}n and Jiamou
Liu",
title = "A Survey of Data Pricing for Data Marketplaces",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1038--1056",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3254152",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Feng:2023:SAD,
author = "Yujie Feng and Jiangtao Wang and Yasha Wang and Xu
Chu",
title = "Spatial-Attention and Demographic-Augmented Generative
Adversarial Imputation Network for Population Health
Data Reconstruction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1057--1070",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3227089",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Gyeera:2023:RAP,
author = "Thomas Weripuo Gyeera and Anthony J. H. Simons and
Mike Stannett",
title = "Regression Analysis of Predictions and Forecasts of
Cloud Data Center {KPIs} Using the Boosted Decision
Tree Algorithm",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1071--1085",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3230649",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:CES,
author = "Hongjian Li and Jianglin Xia and Wei Luo and Hai
Fang",
title = "Cost-Efficient Scheduling of Streaming Applications in
{Apache Flink} on Cloud",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1086--1101",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3233031",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Tian:2023:DIH,
author = "Xing Tian and Wing W. Y. Ng and Huihui Xu",
title = "Deep Incremental Hashing for Semantic Image Retrieval
With Concept Drift",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1102--1115",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3233457",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:LGL,
author = "Pengbo Li and Hang Yu and Xiangfeng Luo and Jia Wu",
title = "{LGM-GNN}: a Local and Global Aware Memory-Based Graph
Neural Network for Fraud Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1116--1127",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3234529",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:USM,
author = "Yimin Liu and Xiangyang Luo and Zhiyuan Tao and Meng
Zhang and Shaoyong Du",
title = "{UGCC}: Social Media User Geolocation via Cyclic
Coupling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1128--1141",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3242961",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Mahmud:2023:ACE,
author = "Mohammad Sultan Mahmud and Joshua Zhexue Huang and
Rukhsana Ruby and Alladoumbaye Ngueilbaye and Kaishun
Wu",
title = "Approximate Clustering Ensemble Method for {Big
Data}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1142--1155",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3255003",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Xu:2023:DUG,
author = "Chenchu Xu and Yuan Yang and Zhiqiang Xia and Boyan
Wang and Dong Zhang and Yanping Zhang and Shu Zhao",
title = "Dual Uncertainty-Guided Mixing Consistency for
Semi-Supervised {3D} Medical Image Segmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1156--1170",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3258643",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Hao:2023:ESD,
author = "Kun Hao and Junchang Xin and Zhiqiong Wang and
Zhongming Yao and Guoren Wang",
title = "Efficient and Secure Data Sharing Scheme on
Interoperable Blockchain Database",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1171--1185",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3265178",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/bitcoin.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:SCG,
author = "Yanbei Liu and Shichuan Zhao and Xiao Wang and Lei
Geng and Zhitao Xiao and Jerry Chun-Wei Lin",
title = "Self-Consistent Graph Neural Networks for
Semi-Supervised Node Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1186--1197",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3266590",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhao:2023:SDI,
author = "Jiachen Zhao and Fang Deng and Jiaqi Zhu and Jie
Chen",
title = "Searching Density-Increasing Path to Local Density
Peaks for Unsupervised Anomaly Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1198--1209",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3265509",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:SSN,
author = "Mengran Li and Yong Zhang and Wei Zhang and Yi Chu and
Yongli Hu and Baocai Yin",
title = "Self-Supervised Nodes-Hyperedges Embedding for
Heterogeneous Information Network Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1210--1224",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3275374",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:AGB,
author = "Zhenya Wang and Xiang Cheng and Sen Su and Jintao
Liang and Haocheng Yang",
title = "{ATLAS}: {GAN-Based} Differentially Private
Multi-Party Data Sharing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1225--1237",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3277716",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Kan:2023:CGF,
author = "Zhigang Kan and Linhui Feng and Zhangyue Yin and Linbo
Qiao and Xipeng Qiu and Dongsheng Li",
title = "A Composable Generative Framework Based on Prompt
Learning for Various Information Extraction Tasks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1238--1251",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3278977",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:API,
author = "Hao Chen and Yu Ye and Ming Xiao and Mikael Skoglund",
title = "Asynchronous Parallel Incremental Block-Coordinate
Descent for Decentralized Machine Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "4",
pages = "1252--1259",
month = aug,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2022.3230335",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Schmedding:2023:ESM,
author = "Anna Schmedding and Riccardo Pinciroli and Lishan Yang
and Evgenia Smirni",
title = "Epidemic Spread Modeling for {COVID-19} Using
Cross-Fertilization of Mobility Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1260--1275",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3248650",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Qian:2023:ETA,
author = "Fulan Qian and Bei Yuan and Hai Chen and Jie Chen and
Defu Lian and Shu Zhao",
title = "Enhancing the Transferability of Adversarial Examples
Based on {Nesterov} Momentum for Recommendation
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1276--1287",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3248626",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Li:2023:RLT,
author = "Yao Li and Duo Qiu and Xiongjun Zhang",
title = "Robust Low Transformed Multi-Rank Tensor Completion
With Deep Prior Regularization for Multi-Dimensional
Image Recovery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1288--1301",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3254156",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Chen:2023:NMF,
author = "Huanyu Chen and Weisheng Li and Xinbo Gao and Bin
Xiao",
title = "Novel Multi-Feature Fusion Facial Aesthetic Analysis
Framework",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1302--1320",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3255582",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:CRC,
author = "Shuai Wang and Shijie Hu and Baoshen Guo and Guang
Wang",
title = "Cross-Region Courier Displacement for On-Demand
Delivery With Multi-Agent Reinforcement Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1321--1333",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3262408",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yang:2023:SSF,
author = "Qiming Yang and Qi Zhu and Mingming Wang and Wei Shao
and Zheng Zhang and Daoqiang Zhang",
title = "Self-Supervised Federated Adaptation for Multi-Site
Brain Disease Diagnosis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1334--1346",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3264109",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2023:GSM,
author = "Yangwen Yu and Victor O. K. Li and Jacqueline C. K.
Lam and Kelvin Chan",
title = "{GCN-ST-MDIR}: Graph Convolutional Network-Based
Spatial-Temporal Missing Air Pollution Data Pattern
Identification and Recovery",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1347--1364",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3277710",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:MMH,
author = "Zijian Liu and Yang Luo and Xitong Pu and Geyong Min
and Chunbo Luo",
title = "A Multi-Modal Hypergraph Neural Network via Parametric
Filtering and Feature Sampling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1365--1379",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3278988",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Zhang:2023:PEC,
author = "Zongshun Zhang and Andrea Pinto and Valeria Turina and
Flavio Esposito and Ibrahim Matta",
title = "Privacy and Efficiency of Communications in Federated
Split Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1380--1391",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3280405",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liang:2023:CPM,
author = "Weichao Liang and Jie Cao and Lei Chen and Youquan
Wang and Jia Wu and Amin Beheshti and Jiangnan Tang",
title = "Crime Prediction With Missing Data Via Spatiotemporal
Regularized Tensor Decomposition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1392--1407",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3283098",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2023:OPP,
author = "Zhuzhu Wang and Cui Hu and Bin Xiao and Yang Liu and
Teng Li and Zhuo Ma and Jianfeng Ma",
title = "Outsourced Privacy-Preserving Data Alignment on
Vertically Partitioned Database",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1408--1419",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3284271",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Liu:2023:RRG,
author = "Zhen Liu and Wenbo Zuo and Dongning Zhang and Xiaodong
Feng",
title = "{RGSE}: Robust Graph Structure Embedding for Anomalous
Link Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1420--1429",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3284270",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Pejo:2023:QIF,
author = "Bal{\'a}zs Pej{\'o} and Gergely Bicz{\'o}k",
title = "Quality Inference in Federated Learning With Secure
Aggregation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "5",
pages = "1430--1437",
month = oct,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3280406",
ISSN = "2332-7790",
bibdate = "Thu Sep 14 05:49:04 2023",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Siriweera:2023:CDC,
author = "Akila Siriweera and Incheon Paik and Huawei Huang",
title = "Constraint-Driven Complexity-Aware Data Science
Workflow for {AutoBDA}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1438--1457",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3256043",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "AutoBDA; Big Data; Complexity theory; Data models;
Data science; data science workflow; edge-computing;
Fourth Industrial Revolution; industry 4.0; society
5.0; Task analysis; Vaccines",
}
@Article{Chen:2023:SVA,
author = "Dongpan Chen and Dehui Kong and Jinghua Li and Shaofan
Wang and Baocai Yin",
title = "A Survey of Visual Affordance Recognition Based on
Deep Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1458--1476",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3291558",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Affordances; Big Data; computer vision; convolutional
neural network; deep learning models; Feature
extraction; function understanding; Humanities; Image
segmentation; robotics; Surveys; Task analysis; Visual
affordance recognition",
}
@Article{Song:2023:SBB,
author = "Rui Song and Bin Xiao and Yubo Song and Songtao Guo
and Yuanyuan Yang",
title = "A Survey of Blockchain-Based Schemes for Data Sharing
and Exchange",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1477--1495",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3293279",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/bitcoin.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blockchain; Blockchains; Consensus protocol;
data exchange; data sharing; Encryption;
Interoperability; Smart contracts; Surveys",
}
@Article{Yang:2023:MAM,
author = "Jun Yang and Yaoru Sun and Maoyu Mao and Lizhi Bai and
Siyu Zhang and Fang Wang",
title = "Model-Agnostic Method: Exposing Deepfake Using
Pixel-Wise Spatial and Temporal Fingerprints",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1496--1509",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3284272",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Auto-regressive (AR); Biological system modeling; deep
learning; deepfake detection; Deepfakes; Faces; Feature
extraction; fingerprint; Fingerprint recognition; Heart
rate; photoplethysmography (PPG); Skin; temporal and
spatial",
}
@Article{Song:2023:TEC,
author = "Jie Song and Xingchen Zhao and Chaopeng Guo and Yu Gu
and Ge Yu",
title = "Towards an Energy Complexity Model for Distributed
Data Processing Algorithms",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1510--1524",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3284259",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Complexity theory; Computational modeling;
distributed data processing algorithm; energy
complexity; Energy consumption; green computing;
Optimization; Servers; Software; Software algorithms",
}
@Article{Huang:2023:TPA,
author = "Jianli Huang and Xianjie Guo and Kui Yu and Fuyuan Cao
and Jiye Liang",
title = "Towards Privacy-Aware Causal Structure Learning in
Federated Setting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1525--1535",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3285477",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Causal structure learning; Data models; Data
privacy; Federated learning; federated learning;
Inference algorithms; privacy preserving; Servers;
Skeleton",
}
@Article{Zhao:2023:MTS,
author = "Qinpei Zhao and Guangda Yang and Kai Zhao and Jiaming
Yin and Weixiong Rao and Lei Chen",
title = "Multivariate Time-Series Forecasting Model:
Predictability Analysis and Empirical Study",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1536--1548",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3288693",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Computational modeling; Entropy;
Forecasting; Forecasting model; multivariate sample
entropy; multivariate time series; predictability
limits; Prediction algorithms; Predictive models; Time
series analysis",
}
@Article{Li:2023:EEA,
author = "Qian Li and Shu Guo and Jia Wu and Jianxin Li and
Jiawei Sheng and Hao Peng and Lihong Wang",
title = "Event Extraction by Associating Event Types and
Argument Roles",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1549--1560",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3291563",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "argument roles; Big Data; Bit error rate; Data mining;
Event extraction; Feature extraction; graph attention
network; Instruments; new schema; parameter
inheritance; Social networking (online); Task
analysis",
}
@Article{Tran:2023:PII,
author = "Ha Xuan Tran and Thuc Duy Le and Jiuyong Li and Lin
Liu and Jixue Liu and Yanchang Zhao and Tony Waters",
title = "Personalized Interventions to Increase the Employment
Success of People With Disability",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1561--1574",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3291547",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Australia; Big Data; causal inference; causal survival
analysis; Correlation; disability employment;
Employment; Estimation; Intervention recommendation;
Markov processes; Predictive models",
}
@Article{Zhu:2023:MDA,
author = "Qi Zhu and Qiming Yang and Mingming Wang and Xiangyu
Xu and Yuwu Lu and Wei Shao and Daoqiang Zhang",
title = "Multi-Discriminator Active Adversarial Network for
Multi-Center Brain Disease Diagnosis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1575--1585",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3294000",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "active learning; Adaptation models; adversarial domain
adaptation; brain disease diagnosis; Brain modeling;
Diseases; Functional magnetic resonance imaging;
Medical diagnosis; Mental disorders; Multi-center
analysis; Uncertainty",
}
@Article{Zhao:2023:BBA,
author = "Shu Zhao and Wenyu Wang and Ziwei Du and Jie Chen and
Zhen Duan",
title = "A Black-Box Adversarial Attack Method via {Nesterov}
Accelerated Gradient and Rewiring Towards Attacking
Graph Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1586--1597",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3296936",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial attack; black-box attack; Closed box;
Glass box; gradient-based attack; Graph neural
networks; graph neural networks; node classification;
Optimization; Perturbation methods; Reinforcement
learning; Task analysis",
}
@Article{Yang:2023:APS,
author = "Zhuang Yang",
title = "Adaptive Powerball Stochastic Conjugate Gradient for
Large-Scale Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1598--1606",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3300546",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptive learning rate; Computational complexity;
conjugate gradient; Information retrieval; large-scale
learning; Machine learning; Machine learning
algorithms; Ordinary differential equations; powerball
function; Robustness; Sensitivity; stochastic
optimization",
}
@Article{Wang:2023:RMD,
author = "Chenxu Wang and Fuli Feng and Yang Zhang and Qifan
Wang and Xunhan Hu and Xiangnan He",
title = "Rethinking Missing Data: Aleatoric Uncertainty-Aware
Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1607--1619",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3300547",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aleatoric uncertainty; Analytical models; Big Data;
Fitting; missing labeling issue; recommender system;
Tail; Task analysis; Training; Uncertainty",
}
@Article{Han:2023:CMP,
author = "Feng Han and Chengcai Leng and Bing Li and Anup Basu
and Licheng Jiao",
title = "Cosine Multilinear Principal Component Analysis for
Recognition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1620--1630",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3301389",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "angle; Iterative methods; Linear programming;
Mathematical models; Matrix decomposition; Multilinear
principal component analysis; pattern recognition;
Principal component analysis; Robustness; tensor
analysis; Tensors",
}
@Article{Qin:2023:IBE,
author = "Yixiu Qin and Yizhao Wang and Jiawei Li and Shun Mao
and He Wang and Yuncheng Jiang",
title = "Improved Box Embeddings for Fine-Grained Entity
Typing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1631--1642",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3310239",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Box embeddings; Context modeling; Encoding;
Filtering; fine-grained entity typing; multi-label
classification; Noise measurement; Task analysis;
Training; type hierarchy",
}
@Article{Huang:2023:TLD,
author = "Xiaosai Huang and Jing Li and Jia Wu and Jun Chang and
Donghua Liu",
title = "Transfer Learning With Document-Level Data
Augmentation for Aspect-Level Sentiment
Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1643--1657",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3310267",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "aspect-level sentiment classification; Big Data; Data
augmentation; Data models; document-level data
augmentation; Feature extraction; Task analysis;
Training; Transfer learning",
}
@Article{Li:2023:PPF,
author = "Wenjing Li and Xiaodan Shi and Dou Huang and Xudong
Shen and Jinyu Chen and Hill Hiroki Kobayashi and
Haoran Zhang and Xuan Song and Ryosuke Shibasaki",
title = "{PredLife}: Predicting Fine-Grained Future Activity
Patterns",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1658--1669",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3310241",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Activity pattern prediction; Big GPS data;
Convolutional neural networks; Global Positioning
System; Hidden Markov models; Human mobility; LSTM;
Predictive models; Semantics; Task analysis;
Uncertainty; Variational autoencoder",
}
@Article{Cheng:2023:SWS,
author = "Chien-Tse Cheng and Yu-Hsun Lin and Chung-Shou Liao",
title = "{Seq2CASE}: Weakly Supervised Sequence to Commentary
Aspect Score Estimation for Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1670--1682",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3313028",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Behavioral sciences; Big Data; Estimation; Information
extraction; natural language processing; recommendation
system; Recommender systems; Task analysis; Training;
user behavior analysis; weakly supervised learning; Web
services",
}
@Article{Yi:2023:TLT,
author = "Si-Yu Yi and Zhengyang Mao and Wei Ju and Yong-Dao
Zhou and Luchen Liu and Xiao Luo and Ming Zhang",
title = "Towards Long-Tailed Recognition for Graph
Classification via Collaborative Experts",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1683--1696",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3313029",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Balanced contrastive learning; class-imbalanced
learning; Collaboration; Ensemble learning; hard class
extraction; multi-expert learning; Predictive models;
Representation learning; Tail; Task analysis;
Training",
}
@Article{Wang:2023:EHG,
author = "Junfu Wang and Yuanfang Guo and Liang Yang and Yunhong
Wang",
title = "Enabling Homogeneous {GNNs} to Handle Heterogeneous
Graphs via Relation Embedding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1697--1710",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3313031",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Convolution; Convolutional neural networks;
Graph neural network; Graph neural networks;
heterogeneous graph; heterogeneous graph neural
network; Message passing; Optimization; Transformers",
}
@Article{Xu:2023:STC,
author = "Xovee Xu and Zhiyuan Wang and Qiang Gao and Ting Zhong
and Bei Hui and Fan Zhou and Goce Trajcevski",
title = "Spatial-Temporal Contrasting for Fine-Grained Urban
Flow Inference",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1711--1725",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3316471",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Contrastive
learning; Data models; Fans; Superresolution; Task
analysis; traffic management; Transportation; urban
computing; urban flow inference",
}
@Article{Ding:2023:EIT,
author = "Zhifei Ding and Jiahao Han and Rongtao Qian and Liming
Shen and Siru Chen and Lingxin Yu and Yu Zhu and Richen
Liu",
title = "{eBoF}: Interactive Temporal Correlation Analysis for
Ensemble Data Based on Bag-of-Features",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "9",
number = "6",
pages = "1726--1737",
month = dec,
year = "2023",
DOI = "https://doi.org/10.1109/TBDATA.2023.3324482",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; computing and processing;
Correlation; data clustering; Data models; Data
visualization; ensemble data analysis; Feature
extraction; Uncertainty; Visualization",
}
@Article{Cao:2024:TRN,
author = "Xingyu Cao and Xiangtao Zhang and Ce Zhu and Jiani Liu
and Yipeng Liu",
title = "{TS-RTPM-Net}: Data-Driven Tensor Sketching for
Efficient {CP} Decomposition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
pages = "1--11",
month = feb,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3310254",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accelerated tensor decomposition; Approximation
algorithms; Big Data; Clustering algorithms;
data-driven algorithms; dimensionality reduction;
Estimation; greedy algorithms; low-rank tensor
approximation; Matrix decomposition; Tensors;
Training",
}
@Article{Wang:2024:SLC,
author = "Meng Wang and Yanhao Yang and David Bindel and Kun
He",
title = "Streaming Local Community Detection Through
Approximate Conductance",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "12--22",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3310251",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "approximate conductance; Big Data; graph stream; Image
edge detection; Kernel; local community detection;
Measurement; Network analysis; Social networking
(online); Space heating; Task analysis",
}
@Article{Wang:2024:PSA,
author = "Zihao Wang and Ming Jiang and Junli Wang",
title = "{PHAED}: a Speaker-Aware Parallel Hierarchical
Attentive Encoder-Decoder Model for Multi-Turn Dialogue
Generation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "23--34",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3316472",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Coherence; Context modeling; Decoding; deep neural
networks; Encoding; Footwear; History; Multi-turn
dialogue generation; natural language generation;
open-domain dialogue; Oral communication; speaker
token",
}
@Article{Wu:2024:MAN,
author = "Han Wu and Guanqi Zhu and Qi Liu and Hengshu Zhu and
Hao Wang and Hongke Zhao and Chuanren Liu and Enhong
Chen and Hui Xiong",
title = "A Multi-Aspect Neural Tensor Factorization Framework
for Patent Litigation Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "35--54",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3313030",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Codes; Companies; data sparsity; Databases;
learning to rank; Market research; Patent litigation
prediction; patent mining; Patents; tensor
factorization; Tensors",
}
@Article{Liang:2024:LWG,
author = "Naiyao Liang and Zuyuan Yang and Junhang Chen and
Zhenni Li and Shengli Xie",
title = "Label-Weighted Graph-Based Learning for
Semi-Supervised Classification Under Label Noise",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "55--65",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3319249",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; adaptive label weight; Big Data;
Deep learning; Graph-based learning; label noise; Noise
measurement; Optimization; Robustness; semi-supervised
classification; Synthetic data",
}
@Article{Zeng:2024:LTS,
author = "Qingtian Zeng and Shuai Guo and Rui Cao and Ziqi Zhao
and Hua Duan",
title = "Legal Transition Sequence Recognition of a Bounded
Petri Net Using a Gate Recurrent Unit",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "66--76",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3319252",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Convolutional neural networks; deep learning;
Encoding; GRU; Law; petri net; Petri nets; Real-time
systems; Text recognition; Training; Transition
sequence recognition",
}
@Article{Lao:2024:TSM,
author = "Jinghuan Lao and Dong Huang and Chang-Dong Wang and
Jian-Huang Lai",
title = "Towards Scalable Multi-View Clustering via Joint
Learning of Many Bipartite Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "77--91",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3325045",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Bipartite graph; Bipartite graph learning;
ensemble clustering; Fuses; Kernel; large-scale
clustering; large-scale data; multi-view clustering;
Representation learning; Scalability; Time complexity",
}
@Article{Qin:2024:AAP,
author = "Wen Qin and Xin Luo and MengChu Zhou",
title = "Adaptively-Accelerated Parallel Stochastic Gradient
Descent for High-Dimensional and Incomplete Data
Representation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "1",
month = feb,
pages = "92--107",
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3326304",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; Convergence; Data models;
data science; high-dimensional and incomplete data;
industrial application; latent feature analysis; Linear
programming; Parallel algorithm; parallelization
shared-memory; stochastic gradient descent; Stochastic
processes; Training",
}
@Article{Yu:2024:BEI,
author = "Changyong Yu and Tianmei Ren and Wenyu Li and Huimin
Liu and Haitao Ma and Yuhai Zhao",
title = "{BL}: an Efficient Index for Reachability Queries on
Large Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "108--121",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3327215",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Directed acyclic graph; Directed acyclic
graph (DAG); index framework; Indexes; label indices;
Labeling; reachability query; Semantic Web; Social
networking (online); Symbols",
}
@Article{Li:2024:MSO,
author = "Wenrui Li and Xiaoyu Wang and Yuetian Sun and Snezana
Milanovic and Mark Kon and Julio Enrique
Castrill{\'o}n-Cand{\'a}s",
title = "Multilevel Stochastic Optimization for Imputation in
Massive Medical Data Records",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "122--131",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3328433",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Best linear unbiased predictor; Big Data;
computational applied mathematics; Costs; Covariance
matrices; Deep learning; Iterative methods; machine
learning; massive datasets; numerical stability;
Optimization; Stochastic processes",
}
@Article{Li:2024:FFD,
author = "Li Li and Chuanqi Tao and Hongjing Guo and Jingxuan
Zhang and Xiaobing Sun",
title = "{FATS}: Feature Distribution Analysis-Based Test
Selection for Deep Learning Enhancement",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "132--145",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3334648",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial neural networks; Data distribution; Data
models; deep learning testing; Dispersion; Fats;
Feature extraction; retraining; test selection;
Training; Training data",
}
@Article{Guan:2024:EPP,
author = "Yunguo Guan and Rongxing Lu and Songnian Zhang and
Yandong Zheng and Jun Shao and Guiyi Wei",
title = "Efficient and Privacy-Preserving Aggregate Query Over
Public Property Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "146--157",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3342623",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aggregate query; Aggregates; Cryptography; Data
privacy; function secret sharing; homomorphism; Pattern
matching; Privacy; privacy preservation; property graph
data; Receivers; Servers",
}
@Article{Cheng:2024:TES,
author = "Yongli Cheng and Yan Ma and Hong Jiang and Lingfang
Zeng and Fang Wang and Xianghao Xu and Yuhang Wu",
title = "{TgStore}: an Efficient Storage System for Large
Time-Evolving Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "158--173",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366087",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blogs; Costs; data deduplication; data
representation; Market research; Pandemics; Social
networking (online); storage system; Task analysis;
Time-evolving graph",
}
@Article{Liang:2024:SST,
author = "Huanghuang Liang and Zheng Zhang and Chuang Hu and
Yili Gong and Dazhao Cheng",
title = "A Survey on Spatio-Temporal Big Data Analytics
Ecosystem: Resource Management, Processing Platform,
and Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "174--193",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3342619",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Artificial intelligence
framework; Big Data; Big Data system; Cloud computing;
cloud platform; Data processing; database management
system; Ecosystems; geographic information system;
Geographic information systems; Resource management;
resource management; spatio-temporal Big Data",
}
@Article{Hallaji:2024:DFL,
author = "Ehsan Hallaji and Roozbeh Razavi-Far and Mehrdad Saif
and Boyu Wang and Qiang Yang",
title = "Decentralized Federated Learning: a Survey on Security
and Privacy",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "2",
pages = "194--213",
month = apr,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3362191",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Fri Apr 12 07:32:54 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adversarial attacks; blockchain; Blockchains; Data
models; decentralized federated learning; Federated
learning; privacy-preserving; security; Security;
Servers; Surveys; Training; verifiable federated
learning",
}
@Article{Djenouri:2024:FCT,
author = "Youcef Djenouri and Ahmed Nabil Belbachir and Tomasz
Michalak and Gautam Srivastava",
title = "A Federated Convolution Transformer for Fake News
Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "214--225",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3325746",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Convolution; convolution neural network; Data models;
Fake news; Fake news detection; Feature extraction;
federated learning; Federated learning; IoT;
Spatiotemporal phenomena; Transformers; transformers",
}
@Article{Gong:2024:SEN,
author = "Chaoyu Gong and Jim Demmel and Yang You",
title = "Scalable Evidential {$K$}-Nearest Neighbor
Classification on Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "226--237",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3327220",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Approximation algorithms; Big Data; Classification
algorithms; distributed gradient descent; Evidential
$K$ -nearest neighbor classification; Nearest neighbor
methods; Program processors; spark; Sparks; Training",
}
@Article{Oh:2024:MTW,
author = "Seungeun Oh and Hyelin Nam and Jihong Park and
Praneeth Vepakomma and Ramesh Raskar and Mehdi Bennis
and Seong-Lyun Kim",
title = "{Mix2SFL}: Two-Way Mixup for Scalable, Accurate, and
Communication-Efficient Split Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "238--248",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3328424",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; communication efficiency; Computational
modeling; Convergence; Data models; distributed machine
learning; federated learning; Privacy; privacy;
Scalability; scalability; Servers; split learning;
Training",
}
@Article{Shi:2024:DME,
author = "Yu Shi and Xi Zhang and Yuming Shang and Ning Yu",
title = "Don't Be Misled by Emotion! Disentangle Emotions and
Semantics for Cross-Language and Cross-Domain Rumor
Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "249--259",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3334634",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Blogs; Contrastive learning;
disentanglement learning; Feature extraction; rumor
detection; self-training; Semantics; Social networking
(online); Task analysis; Training",
}
@Article{Chen:2024:GSA,
author = "Rui Chen and Yongqiang Tang and Xiangrui Cai and
Xiaojie Yuan and Wenlong Feng and Wensheng Zhang",
title = "Graph Structure Aware Contrastive Multi-View
Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "260--274",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3334674",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Big Data; Contrastive learning;
Correlation; Data mining; Data models; deep
representation; graph embedding; multi-view clustering;
Representation learning; Semantics",
}
@Article{Lin:2024:LDL,
author = "Yaojin Lin and Yulin Li and Chenxi Wang and Lei Guo
and Jinkun Chen",
title = "Label Distribution Learning Based on Horizontal and
Vertical Mining of Label Correlations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "275--287",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338023",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Classification algorithms; Clustering algorithms;
Correlation; Data mining; Feature extraction; global
label correlations; Label distribution learning; Lakes;
local influence vector; local label correlations;
Prediction algorithms",
}
@Article{Li:2024:HDR,
author = "Xiaodong Li and Pangjing Wu and Chenxin Zou and Qing
Li",
title = "Hierarchical Deep Reinforcement Learning for {VWAP}
Strategy Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "288--300",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338011",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algorithmic trading; Big Data; Costs; deep learning;
Heuristic algorithms; hierarchical reinforcement
learning; Microstructure; optimized trade execution;
Portfolios; Stock markets; Task analysis",
}
@Article{Zhu:2024:SHO,
author = "Yanhui Zhu and Fang Hu and Lei Hsin Kuo and Jia Liu",
title = "{SCOREH+}: a High-Order Node Proximity Spectral
Clustering on Ratios-of-Eigenvectors Algorithm for
Community Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "301--312",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3346715",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Clustering algorithms; Community detection;
Complex networks; Eigenvalues and eigenfunctions; graph
decomposition; high-order proximity; Indexes; Laplace
equations; Matrix decomposition; radial basis
functions; spectral clustering",
}
@Article{Xue:2024:FTP,
author = "Meiting Xue and Zian Zhou and Pengfei Jiao and Huijun
Tang",
title = "Fine-Tuned Personality Federated Learning for Graph
Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "3",
pages = "313--319",
month = jun,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3356388",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Contrastive learning; Convergence; Data
models; Federated learning; federated learning; graph
data; Graph neural networks; graph neural networks;
Servers; Training",
}
@Article{Wang:2024:AAM,
author = "Lei Wang and Leon Wong and Zhu-Hong You and De-Shuang
Huang",
title = "{AMDECDA}: Attention Mechanism Combined With Data
Ensemble Strategy for Predicting {CircRNA}-Disease
Association",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "320--329",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3334673",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; CircRNA-disease association; Circular RNA;
Computational modeling; Data models; Diseases; ensemble
deep RVFL network; Feature extraction; graph attention
network; Predictive models; Semantics",
}
@Article{Guo:2024:LBB,
author = "Lu Guo and Limin Wang and Qilong Li and Kuo Li",
title = "Learning Balanced {Bayesian} Classifiers From Labeled
and Unlabeled Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "330--342",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338019",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Balanced Bayesian classifiers; Bayes methods;
Classification algorithms; data mining; directed
acyclic graph; heuristic search strategy; Measurement;
Network topology; Probability distribution; Topology;
Training; unbalanced data",
}
@Article{Mujtaba:2024:FGF,
author = "Ghulam Mujtaba and Sunder Ali Khowaja and Muhammad
Aslam Jarwar and Jaehyuk Choi and Eun-Seok Ryu",
title = "{FRC-GIF}: Frame Ranking-Based Personalized Artistic
Media Generation Method for Resource Constrained
Devices",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "343--355",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338012",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "client-driven; Convolutional neural networks; Feature
extraction; feature-length videos; Media; Personalized
media; Sports; Streaming media; Three-dimensional
displays; thumbnail container; video highlights;
Visualization",
}
@Article{Liu:2024:MPF,
author = "Xin Liu and Jiuluan Lv and Feng Chen and Qingjie Wei
and Hangxuan He and Ying Qian",
title = "Multi-Party Federated Recommendation Based on
Semi-Supervised Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "356--370",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338009",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data models; Federated learning; Machine
learning algorithms; positive and unlabeled learning;
Recommendation method; Reliability; semi-supervised
learning; Semisupervised learning; Training; vertical
federated learning",
}
@Article{Bai:2024:PBG,
author = "Yibing Bai and Zhenqiu Shu and Jun Yu and Zhengtao Yu
and Xiao-Jun Wu",
title = "Proxy-Based Graph Convolutional Hashing for
Cross-Modal Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "371--385",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3338951",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Codes; Convolution; Convolutional codes; Correlation;
Cross-modal; Feature extraction; graph convolutional
hashing; hashing; pairwise similarity; proxy;
Semantics; supervised; Task analysis",
}
@Article{Han:2024:MDD,
author = "Zhi-Long Han and Ting-Zhu Huang and Xi-Le Zhao and Hao
Zhang and Yun-Yang Liu",
title = "Multi-Dimensional Data Recovery via Feature-Based
Fully-Connected Tensor Network Decomposition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "386--399",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3342611",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data mining; feature domain; Feature extraction;
fully-connected tensor network decomposition; Matrix
decomposition; Multi-dimensional data recovery;
proximal alternating minimization; relative error
guarantee; Stacking; Task analysis; Tensors;
Transforms",
}
@Article{Cai:2024:FFW,
author = "Jianghe Cai and Yuhui Deng and Yi Zhou and Jiande
Huang and Geyong Min",
title = "{FIG}: Feature-Weighted Information Granules With High
Consistency Rate",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "400--414",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3343348",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Classification algorithms; classifier; Clustering
algorithms; Computational modeling; consistency; Data
mining; Data modeling; Data models; feature weighting;
Granular computing; information granule; Standards",
}
@Article{Zhang:2024:BSI,
author = "Xiao Zhang and Zhaoqian He and Jinhai Li and Changlin
Mei and Yanyan Yang",
title = "Bi-Selection of Instances and Features Based on
Neighborhood Importance Degree",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "415--428",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3342643",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "bi-selection; Data models; Entropy; Feature
extraction; Granular computing; Measurement
uncertainty; neighborhood decision system; Neighborhood
granule; neighborhood importance degree; Support vector
machines; Uncertainty",
}
@Article{Yang:2024:GCL,
author = "Yifei Yang and Xiaoke Ma",
title = "Graph Contrastive Learning for Clustering of
Multi-Layer Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "429--441",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3343349",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Big Data; Clustering algorithms;
Complex systems; Couplings; graph clustering; graph
contrastive learning; Multi-layer networks; Network
analyzers; nonnegative matrix factorization;
Representation learning",
}
@Article{Yang:2024:LCC,
author = "Shujing Yang and Fuyuan Cao and Kui Yu and Jiye
Liang",
title = "Learning Causal Chain Graph Structure via Alternate
Learning and Double Pruning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "442--456",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3346712",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Alternate learning; Big Data; causal chain graph;
causal inference; double pruning; Immune system;
Infectious diseases; Liquid crystal displays; Skeleton;
Sociology; Testing",
}
@Article{Ma:2024:CKL,
author = "Wenjun Ma and Yibing Zhao and Xiaomao Fan",
title = "Cascaded Knowledge-Level Fusion Network for Online
Course Recommendation System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "457--469",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3346711",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data mining; Deep learning; Fans; Feature
extraction; knowledge graph; Knowledge graphs; online
course recommendation; recommendation system;
Recommender systems; Task analysis",
}
@Article{Zhou:2024:OHS,
author = "Peng Zhou and Yunyun Zhang and Zhaolong Ling and
Yuanting Yan and Shu Zhao and Xindong Wu",
title = "Online Heterogeneous Streaming Feature Selection
Without Feature Type Information",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "470--485",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3350630",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Feature extraction; heterogeneous feature;
Information filters; maximal information coefficient;
Measurement; Microwave integrated circuits; Mutual
information; Online feature selection; Redundancy;
streaming feature",
}
@Article{Su:2024:FSL,
author = "Yuling Su and Hong Zhao and Yifeng Zheng and Yu Wang",
title = "Few-Shot Learning With Multi-Granularity Knowledge
Fusion and Decision-Making",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "486--497",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3350542",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Convolutional neural networks; Correlation; Data
models; Decision making; Decision-making; Feature
extraction; few-shot learning; knowledge fusion;
multi-granularity; Task analysis; Visualization",
}
@Article{Tong:2024:EMS,
author = "Guoxiang Tong and Quanquan Li and Yan Song",
title = "Enhanced Multi-Scale Features Mutual Mapping Fusion
Based on Reverse Knowledge Distillation for Industrial
Anomaly Detection and Localization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "498--513",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3350539",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Anomaly detection; Big Data; coordinate attention;
Data models; enhanced mutual mapping feature fusion;
Feature extraction; Image reconstruction; Location
awareness; single category embedding memory bank;
Training",
}
@Article{Liu:2024:SUH,
author = "Xingbo Liu and Jiamin Li and Xiushan Nie and Xuening
Zhang and Shaohua Wang and Yilong Yin",
title = "Scalable Unsupervised Hashing via Exploiting Robust
Cross-Modal Consistency",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "514--527",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3350541",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Binary codes; Codes; Cross-modal retrieval; discrete
hashing; Hash functions; Quantization (signal); robust
regression; Robustness; Semantics; Training;
unsupervised hashing",
}
@Article{Hu:2024:GCC,
author = "Xinxin Hu and Haotian Chen and Junjie Zhang and
Hongchang Chen and Shuxin Liu and Xing Li and Yahui
Wang and Xiangyang Xue",
title = "{GAT-COBO}: Cost-Sensitive Graph Neural Network for
Telecom Fraud Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "528--542",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3352978",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Boosting; boosting; cost sensitive learning;
Costs; Fraud; graph imbalance; graph neural network;
Graph neural networks; Task analysis; Telecom fraud
detection; Telecommunications",
}
@Article{Dai:2024:LLG,
author = "Dawei Dai and Yingge Liu and Yutang Li and Shiyu Fu
and Shuyin Xia and Guoyin Wang",
title = "{LGRL}: Local-Global Representation Learning for
On-the-Fly {FG-SBIR}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "543--555",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3356393",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Fine-grained sketch-based image retrieval
(FG-SBIR); Image retrieval; Representation learning;
representation learning; triplet loss",
}
@Article{Wang:2024:DHS,
author = "Shun Wang and Yong Zhang and Xuanqi Lin and Yongli Hu
and Qingming Huang and Baocai Yin",
title = "Dynamic Hypergraph Structure Learning for Multivariate
Time Series Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "556--567",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3362188",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Correlation; Data models;
Forecasting; Graph neural network; hypergraph structure
learning; multivariate time series forecasting;
Predictive models; Recurrent neural networks; Time
series analysis",
}
@Article{Bour:2024:APP,
author = "Charline Bour and Abir Elbeji and Luigi {De Giovanni}
and Adrian Ahne and Guy Fagherazzi",
title = "{ALTRUIST}: a {Python} Package to Emulate a Virtual
Digital Cohort Study Using Social Media Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "4",
pages = "568--575",
month = aug,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3362193",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Sat Aug 24 07:37:49 2024",
bibsource = "https://www.math.utah.edu/pub/tex/bib/python.bib",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Blogs; Cohort; Computational modeling; digital health;
Diseases; natural language processing; python;
Recruitment; social media; Social networking (online);
Sociology; Statistics",
}
@Article{AlKatat:2024:NLP,
author = "Souha {Al Katat} and Chamseddine Zaki and Hussein
Hazimeh and Ibrahim {El Bitar} and Rafael Angarita and
Lionel Trojman",
title = "Natural Language Processing for {Arabic} Sentiment
Analysis: a Systematic Literature Review",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "576--594",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366083",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
acknowledgement = ack-nhfb,
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Arabic sentiment analysis (ASA); Deep learning; deep
learning; Electronic mail; Feature extraction; feature
extraction; lexicon; machine learning; Sentiment
analysis; Surveys; Systematics; Task analysis;
transformers; word embedding",
}
@Article{Hua:2024:CMD,
author = "Qiang-Sheng Hua and Hongen Wang and Hai Jin and
Xuanhua Shi",
title = "Core Maintenance on Dynamic Graphs: a Distributed
Approach Built on {$H$}-Index",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "595--608",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3352973",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Core maintenance; distributed algorithm;
dynamic graphs; h-index; Heuristic algorithms;
Maintenance engineering; Marine vehicles; Parallel
processing; Service computing; Synchronization",
}
@Article{Zhang:2024:UCV,
author = "Zihao Zhang and Qianqian Wang and Quanxue Gao and
Chengquan Pei and Wei Feng",
title = "Unsupervised Cross-View Subspace Clustering via
Adaptive Contrastive Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "609--619",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366084",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Clustering algorithms; Clustering methods; Contrastive
learning; Correlation; cross-view clustering; Feature
extraction; Self-supervised learning; Semantics;
subspace clustering; Task analysis",
}
@Article{Liu:2024:HSP,
author = "Huan Liu and Pengfei Jiao and Xuan Guo and Huaming Wu
and Mengzhou Gao and Jilin Zhang",
title = "{HGN2T}: a Simple but Plug-and-Play Framework
Extending {HGNNs} on Heterogeneous Temporal Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "620--632",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366085",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Graph neural networks; graph representation
learning; heterogeneous graph neural network;
Heterogeneous temporal graph; Mercury (metals); Network
topology; Semantics; Task analysis; Topology",
}
@Article{Gonzalez:2024:UAU,
author = "Ana Bel{\'e}n Rodr{\'\i}guez Gonz{\'a}lez and Javier
Burrieza-Gal{\'a}n and Juan Jos{\'e} Vinagre D{\'\i}az
and In{\'e}s Peirats de Castro and Mark Richard Wilby
and Oliva Garcia Cant{\'u}-Ros",
title = "Using App Usage Data From Mobile Devices to Improve
Activity-Based Travel Demand Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "633--643",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366088",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Application usage data; Big Data; Big Data analytics;
Databases; location of activities; Mobile handsets;
mobile phone data; Monitoring; Sociology; Soft sensors;
Statistics; travel demand models",
}
@Article{Dornaika:2024:EEA,
author = "Fadi Dornaika and Sally {El Hajjar}",
title = "An End-to-End Approach for Graph-Based Multi-View Data
Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "644--654",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3371357",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Clustering algorithms; Convolution; data
fusion; Graph-based multi-view clustering; Linear
programming; Proposals; Smoothing methods; soft cluster
assignments; spectral embedding; unified graph
learning; Vectors",
}
@Article{Liang:2024:FFA,
author = "Yuan Liang",
title = "{FAER}: Fairness-Aware Event-Participant
Recommendation in Event-Based Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "655--668",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3372409",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; event-based social networks;
event-participant recommendation; Fairness-aware;
Fuses; Iron; Motion pictures; Recommender systems;
Social networking (online); Standards",
}
@Article{Yan:2024:FRA,
author = "Yeyu Yan and Zhongying Zhao and Zhan Yang and Yanwei
Yu and Chao Li",
title = "A Fast and Robust Attention-Free Heterogeneous Graph
Convolutional Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "5",
pages = "669--681",
month = oct,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3375152",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attention mechanism; Computational modeling; graph
neural network; Graph neural networks; heterogeneous
graph; heterogeneous graph neural network;
Micromechanical devices; Robustness; Semantics;
Topology; Virtual links",
}
@Article{Wang:2024:GET,
author = "Senzhang Wang and Changdong Wang and Di Jin and Shirui
Pan and Philip S. Yu",
title = "Guest Editorial {TBD} Special Issue on Graph Machine
Learning for Recommender Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "682--682",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3452328",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computer aided instruction; Contrastive learning;
Electronic learning; Graphical models; Knowledge
graphs; Machine learning; Neural networks; Recommender
systems; Special issues and sections; User experience",
}
@Article{Ye:2024:DGC,
author = "Haibo Ye and Lijun Zhang and Yuan Yao and Sheng-Jun
Huang",
title = "Denoised Graph Collaborative Filtering via
Neighborhood Similarity and Dynamic Thresholding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "683--693",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453765",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaborative filtering; Graph collaborative
filtering; Message passing; Noise; Noise measurement;
Noise reduction; recommender system; Reliability;
sample re-weighting; structure denoising; Training",
}
@Article{Zhao:2024:RDA,
author = "Mankun Zhao and Aitong Sun and Jian Yu and Xuewei Li
and Dongxiao He and Ruiguo Yu and Mei Yu",
title = "Reliable Data Augmented Contrastive Learning for
Sequential Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "694--705",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453752",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "attention mechanism; contrastive learning; Contrastive
learning; Correlation; Data augmentation; data
augmentation; Generators; Reliability; Sequential
recommendation; Training; Transformers",
}
@Article{Li:2024:ELP,
author = "Ming Li and Zhao Li and Changqin Huang and Yunliang
Jiang and Xindong Wu",
title = "{EduGraph}: Learning Path-Based Hypergraph Neural
Networks for {MOOC} Course Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "706--719",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453757",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaboration; Computer aided instruction;
Convolution; Course recommendation; Electronic
learning; Feature extraction; framelet-based hypergraph
convolution; hypergraph neural networks; learning path;
MOOC; Recommender systems; Trajectory",
}
@Article{Du:2024:AAK,
author = "Dan Du and Pei-Yuan Lai and Yan-Fei Wang and De-Zhang
Liao and Min Chen",
title = "{AKGNN}: Attribute Knowledge Graph Neural Networks
Recommendation for Corporate Volunteer Activities",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "720--730",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453761",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attribute knowledge graph; Big Data; Business;
corporate volunteers; Data models; Decision making;
graph neural networks; Knowledge graphs;
recommendation; Recommender systems; Reviews;
variational auto-encoder",
}
@Article{Huang:2024:HOS,
author = "Ling Huang and Zhi-Yuan Li and Zhen-Yu He and Yuefang
Gao",
title = "Higher-Order Smoothness Enhanced Graph Collaborative
Filtering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "731--741",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453758",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Bipartite graph; Collaborative filtering;
Data models; graph neural network; higher-order;
normalized cut; over-smoothing; Predictive models;
Representation learning; Symmetric matrices",
}
@Article{Zhang:2024:AMP,
author = "Chi Zhang and Sotthiwat Ekanut and Liangli Zhen and
Zengxiang Li",
title = "Augmented Multi-Party Computation Against Gradient
Leakage in Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "742--751",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3208736",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Cryptography; data leakage;
Data models; Encryption; federated learning; Federated
learning; multi-party computation; Privacy-preserving;
Servers; Training",
}
@Article{Cai:2024:AVF,
author = "Dongqi Cai and Tao Fan and Yan Kang and Lixin Fan and
Mengwei Xu and Shangguang Wang and Qiang Yang",
title = "Accelerating Vertical Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "752--760",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3192898",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaborative work; Cross-Silo; distributed features;
Fans; Homomorphic encryption; homomorphic encryption;
Privacy; Public key; secure cooperation; Task analysis;
Training",
}
@Article{Chen:2024:EFE,
author = "Biwen Chen and Honghong Zeng and Tao Xiang and
Shangwei Guo and Tianwei Zhang and Yang Liu",
title = "{ESB-FL}: Efficient and Secure Blockchain-Based
Federated Learning With Fair Payment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "761--774",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3177170",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Blockchain; Blockchains; Computational modeling; Data
privacy; Encryption; fair payment; federated learning;
function encryption; Privacy; privacy protection; Task
analysis; Training",
}
@Article{Zhuo:2024:PPK,
author = "Cheng Zhuo and Di Gao and Liangwei Liu",
title = "{PKDGAN}: Private Knowledge Distillation With
Generative Adversarial Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "775--788",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3216566",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Costs; differential privacy; generative
adversarial networks; Generative adversarial networks;
Knowledge distillation; Knowledge engineering; model
utility; Privacy; Training; Transfer learning",
}
@Article{He:2024:LCS,
author = "Yuting He and Yiqiang Chen and XiaoDong Yang and
Hanchao Yu and Yi-Hua Huang and Yang Gu",
title = "Learning Critically: Selective Self-Distillation in
Federated Learning on Non-{IID} Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "789--800",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3189703",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; catastrophic forgetting;
Collaborative work; Convergence; Data models; deep
learning; Feature extraction; Federated learning;
knowledge distillation; non-identically distributed;
Servers; Training",
}
@Article{Wu:2024:MFE,
author = "Xiaohu Wu and Han Yu",
title = "{MarS-FL}: Enabling Competitors to Collaborate in
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "801--811",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3186991",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; competitive market;
Computational modeling; Data models; Federated
learning; game theory; Load modeling; performance
allocation; Predictive models; Servers; Training",
}
@Article{Li:2024:TEC,
author = "Zexi Li and Jiaxun Lu and Shuang Luo and Didi Zhu and
Yunfeng Shao and Yinchuan Li and Zhimeng Zhang and
Yongheng Wang and Chao Wu",
title = "Towards Effective Clustered Federated Learning: a
Peer-to-Peer Framework With Adaptive Neighbor
Matching",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "812--826",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3222971",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Clustered federated learning; Clustering algorithms;
distributed learning; Federated learning; Loss
measurement; Optimization; peer-to-peer communication;
Peer-to-peer computing; Servers; Topology",
}
@Article{Xiao:2024:SSB,
author = "Xiong Xiao and Zhuo Tang and Chuanying Li and Bingting
Jiang and Kenli Li",
title = "{SBPA}: Sybil-Based Backdoor Poisoning Attacks for
Distributed Big Data in {AIoT-Based} Federated Learning
System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "827--838",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3224392",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "AIoT-FL; backdoor poisoning attacks; Big Data; big
data; Computational modeling; Data models; Distributed
databases; Federated learning; Servers; sybil;
Training",
}
@Article{Geng:2024:IGI,
author = "Jiahui Geng and Yongli Mou and Qing Li and Feifei Li
and Oya Beyan and Stefan Decker and Chunming Rong",
title = "Improved Gradient Inversion Attacks and Defenses in
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "839--850",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3239116",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cryptography; Federated learning; gradient
inversion attacks; Image reconstruction; Image
restoration; Load modeling; privacy-preserving machine
learning; secure computing; TV",
}
@Article{Chen:2024:PAR,
author = "Chen Chen and Lingjuan Lyu and Han Yu and Gang Chen",
title = "Practical Attribute Reconstruction Attack Against
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "851--863",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3159236",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "attribute reconstruction attack; Data models; Data
privacy; Federated learning; Image reconstruction;
privacy; Servers; Task analysis; Training; Training
data",
}
@Article{Wu:2024:PVF,
author = "Zhaomin Wu and Qinbin Li and Bingsheng He",
title = "Practical Vertical Federated Learning With
Unsupervised Representation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "864--878",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3180117",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaborative work; Costs; Data privacy; Differential
privacy; Privacy; Training; Unsupervised learning;
vertical federated learning",
}
@Article{Kang:2024:PPF,
author = "Yan Kang and Yuanqin He and Jiahuan Luo and Tao Fan
and Yang Liu and Qiang Yang",
title = "Privacy-Preserving Federated Adversarial Domain
Adaptation Over Feature Groups for Interpretability",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "879--890",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3188292",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Collaborative work; Computational
modeling; Data models; domain adaptation; Feature
extraction; interpretability; Privacy; privacy;
Training; Vertical federated learning",
}
@Article{Peng:2024:FME,
author = "Zhuoyi Peng and Yi Yang and Liu Yang and Kai Chen",
title = "Federated Meta Embedding Concept Stock
Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "891--902",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3214622",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Concept stock recommendation; Federated learning;
federated learning application; Privacy; Recommender
systems; Servers; Social networking (online); Task
analysis; Training",
}
@Article{Xing:2024:BFB,
author = "Pengwei Xing and Songtao Lu and Lingfei Wu and Han
Yu",
title = "{BiG-Fed}: Bilevel Optimization Enhanced Graph-Aided
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "903--914",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3191439",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bilevel optimization; Clustering algorithms;
Collaborative work; Data models; federated learning;
graph neural networks; Jacobian matrices; Optimization;
Servers; Task analysis",
}
@Article{Lu:2024:PFL,
author = "Wang Lu and Jindong Wang and Yiqiang Chen and Xin Qin
and Renjun Xu and Dimitrios Dimitriadis and Tao Qin",
title = "Personalized Federated Learning With Adaptive
Batchnorm for Healthcare",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "915--925",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3177197",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; batch normalization; Collaborative
work; Computational modeling; Data models; Data
privacy; Distributed computing; federated learning;
healthcare; Machine learning; Medical services;
personalization",
}
@Article{Xia:2024:CVF,
author = "Wensheng Xia and Ying Li and Lan Zhang and Zhonghai Wu
and Xiaoyong Yuan",
title = "Cascade Vertical Federated Learning Towards Straggler
Mitigation and Label Privacy Over Distributed Labels",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "926--939",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3231277",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data models; Data privacy; Federated learning;
Inference attacks; label privacy; Machine learning;
Privacy; Servers; straggler mitigation; Training;
vertical federated learning",
}
@Article{Shi:2024:EAM,
author = "Haoran Shi and Yonghui Xu and Yali Jiang and Han Yu
and Lizhen Cui",
title = "Efficient Asynchronous Multi-Participant Vertical
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "940--952",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3201729",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "asynchronous distributed computation; Collaborative
work; Computational modeling; Data models; Federated
learning; Privacy; privacy-preserving; Servers;
Stochastic processes; Training",
}
@Article{Tan:2024:RAF,
author = "Xavier Tan and Wei Chong Ng and Wei Yang Bryan Lim and
Zehui Xiong and Dusit Niyato and Han Yu",
title = "Reputation-Aware Federated Learning Client Selection
Based on Stochastic Integer Programming",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "953--964",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3191332",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; client selection;
Computational modeling; Costs; Data models; Federated
learning; reputation; stochastic integer programming;
Stochastic processes; Training; Uncertainty",
}
@Article{Chen:2024:FBS,
author = "Fengwen Chen and Guodong Long",
title = "{FedGE}: Break the Scalability Limitation of Graph
Neural Network With Federated Graph Embedding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "965--974",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3216747",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Deep learning; Federated learning; federated
learning; graph convolutional networks; graph neural
network; Graph neural networks; graph representation
learning; network embedding; Scalability; Task
analysis; Topology; Training",
}
@Article{Li:2024:ESB,
author = "Shenghui Li and Edith C.-H. Ngai and Thiemo Voigt",
title = "An Experimental Study of Byzantine-Robust Aggregation
Schemes in Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "975--988",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2023.3237397",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Byzantine attacks; Computational modeling; distributed
learning; Federated learning; federated learning;
neural networks; Optimization; Performance evaluation;
Robustness; robustness; Servers; Training",
}
@Article{Yang:2024:RFL,
author = "Shaojie Yang and Wei Zheng and Meiyun Xie and Xueyang
Zhang",
title = "Research of Federated Learning Application Methods and
Social Responsibility",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "989--1000",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3225688",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data models; encrypted computing; Federated
learning; Privacy; privacy protection; Security;
Training; Transfer learning",
}
@Article{Wang:2024:FFS,
author = "Rui Wang and O{\u{g}}uzhan Ersoy and Hangyu Zhu and
Yaochu Jin and Kaitai Liang",
title = "{FEVERLESS}: Fast and Secure Vertical Federated
Learning Based on {XGBoost} for Decentralized Labels",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "1001--1015",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3227326",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data models; Differential privacy; Federated learning;
Indexes; Predictive models; Privacy; privacy
preservation; secure aggregation; Training; vertical
federated learning; XGBoost",
}
@Article{Zou:2024:DBL,
author = "Tianyuan Zou and Yang Liu and Yan Kang and Wenhan Liu
and Yuanqin He and Zhihao Yi and Qiang Yang and Ya-Qin
Zhang",
title = "Defending Batch-Level Label Inference and Replacement
Attacks in Vertical Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "1016--1027",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3192121",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Collaborative work; confusional autoencoder; Data
models; Differential privacy; Homomorphic encryption;
label inference; label replacement; privacy; Protocols;
Task analysis; Training; Vertical federated learning",
}
@Article{Yang:2024:WSE,
author = "Chengyi Yang and Jia Liu and Hao Sun and Tongzhi Li
and Zengxiang Li",
title = "{WTDP-Shapley}: Efficient and Effective Incentive
Mechanism in Federated Learning for Intelligent Safety
Inspection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "1028--1037",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3198733",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Biological system modeling;
Companies; Computational modeling; Data models;
Federated learning; Hazards; incentive mechanism;
Inspection; Shapley value",
}
@Article{Shi:2024:FMP,
author = "Zhuan Shi and Lan Zhang and Zhenyu Yao and Lingjuan
Lyu and Cen Chen and Li Wang and Junhao Wang and
Xiang-Yang Li",
title = "{FedFAIM}: a Model Performance-Based Fair Incentive
Mechanism for Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "1038--1050",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3183614",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Atmospheric measurements; Collaborative work;
Computational modeling; fairness; Federated learning;
incentive mechanism; Particle measurements; Resource
management; Servers; Training",
}
@Article{Gong:2024:ACC,
author = "Biyao Gong and Tianzhang Xing and Zhidan Liu and Wei
Xi and Xiaojiang Chen",
title = "Adaptive Client Clustering for Efficient Federated
Learning Over Non-{IID} and Imbalanced Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "10",
number = "6",
pages = "1051--1065",
month = dec,
year = "2024",
DOI = "https://doi.org/10.1109/TBDATA.2022.3167994",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; client clustering;
clustered federated learning; Collaborative work;
Costs; Data models; Federated learning; imbalanced
data; non-IID data; Servers; Training; weighted
voting",
}
@Article{Guo:2025:DCG,
author = "Yuxin Guo and Deyu Bo and Cheng Yang and Zhiyuan Lu
and Zhongjian Zhang and Jixi Liu and Yufei Peng and
Chuan Shi",
title = "Data-Centric Graph Learning: a Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "1--20",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489412",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bridges; Chemicals; Data models; Data structures;
Data-centric learning; graph neural network; Pipelines;
Reviews; Surveys; Taxonomy; Topology; Training",
}
@Article{Lyu:2025:EDE,
author = "Moli Lyu and Zhiwei Ni and Qian Chen and Fenggang Li",
title = "{Edge-DPSDG}: an Edge-Based Differential Privacy
Protection Model for Smart Healthcare",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "21--34",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3366071",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data privacy; Differential privacy; differential
privacy; Distributed databases; Edge computing;
Information entropy; information entropy; medical data;
Medical services; Privacy; Resource management; Shapley
value; smart healthcare",
}
@Article{Sagu:2025:HOA,
author = "Amit Sagu and Nasib Singh Gill and Preeti Gulia and
Ishaani Priyadarshini and Jyotir Moy Chatterjee",
title = "Hybrid Optimization Algorithm for Detection of
Security Attacks in {IoT}-Enabled Cyber-Physical
Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "35--46",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3372368",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Convolutional neural networks; cyber-physical
infrastructure; Cyber-physical systems; cyber-security;
cyberattacks; Deep learning; Feature extraction;
Internet of Things; IoT enabled cyber-physical systems;
Metaheuristics; optimization technique; Security;
Support vector machines",
}
@Article{Halder:2025:FLS,
author = "Anup Kumar Halder and Soumyendu Sekhar Bandyopadhyay
and Witold Jedrzejewski and Subhadip Basu and Jacek
Sroka",
title = "{FuzzyPPI}: Large-Scale Interaction of Human Proteome
at Fuzzy Semantic Space",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "47--58",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3375149",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Annotations; apache spark-based distributed
computation; Benchmark testing; Databases; fuzzy
semantic score; gene ontology; large-scale graph
analysis; Ontologies; Organisms; Protein-protein
interaction; Proteins; Semantics",
}
@Article{Zhao:2025:PRU,
author = "Ruoyu Zhao and Yushu Zhang and Wenying Wen and Xinpeng
Zhang and Xiaochun Cao and Yong Xiang",
title = "{PR3}: Reversible and Usability-Enhanced Visual
Privacy Protection via Thumbnail Preservation and Data
Hiding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "59--73",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3375155",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data hiding; Encryption; Histograms; Image coding;
Privacy; privacy protection; reversibility; Usability;
Vectors; visual usability; Visualization",
}
@Article{Xiao:2025:DGA,
author = "Yunpeng Xiao and Xufeng Li and Tun Li and Rong Wang
and Yucai Pang and Guoyin Wang",
title = "A Distributed Generative Adversarial Network for Data
Augmentation Under Vertical Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "74--85",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3375150",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data augmentation; data augmentation; Data models;
Distributed databases; Feature extraction; Federated
learning; Generative adversarial networks; generative
adversarial networks; Generators; multiple data
sources; Vertical federated learning",
}
@Article{Zhang:2025:LCU,
author = "Jing Zhang and Ming Wu and Zeyi Sun and Cangqi Zhou",
title = "Learning From Crowds Using Graph Neural Networks With
Attention Mechanism",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "86--98",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378100",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "attention mechanism; Biological system modeling;
Crowdsourcing; Data models; Deep learning; graph neural
networks; Inference algorithms; Learning from crowds;
Noise measurement; repeated labeling; Task analysis",
}
@Article{Li:2025:FSL,
author = "Tao Li and Yuhua Qian and Feijiang Li and Xinyan Liang
and Zhi-Hui Zhan",
title = "Feature Subspace Learning-Based Binary Differential
Evolution Algorithm for Unsupervised Feature
Selection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "99--114",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378090",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Clustering algorithms; Evolutionary
computation; Feature extraction; local manifold
structure; Manifolds; Optimization; pseudo-label;
Search problems; Sociology; unsupervised feature
selection",
}
@Article{Qiu:2025:HSE,
author = "Zitai Qiu and Jia Wu and Jian Yang and Xing Su and
Charu Aggarwal",
title = "Heterogeneous Social Event Detection via Hyperbolic
Graph Representations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "115--129",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3381017",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Contrastive learning; Costs; Data models; Disasters;
Distortion; Event detection; Graph convolutional
networks; graph neural networks; hyperbolic space;
Multilayer perceptrons; Semantics; social event
detection; Social networking (online)",
}
@Article{Zhang:2025:MCD,
author = "Wen Zhang and Haitao Fu and Huan Wang and Zhiguo Gong
and Pan Zhou and Di Wang",
title = "{3A} Multi-Classification Division-Aggregation
Framework for Fake News Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "130--140",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378098",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "classification-specifical model; Ensemble learning;
Fake news; Fake news detection; Feature extraction;
Machine learning; multi-classification knowledge;
Predictive models; Reliability; Training; truth
discovery",
}
@Article{Tekchandani:2025:BES,
author = "Prakash Tekchandani and Abhishek Bisht and Ashok Kumar
Das and Neeraj Kumar and Marimuthu Karuppiah and Pandi
Vijayakumar and Youngho Park",
title = "Blockchain-Enabled Secure Collaborative Model Learning
Using Differential Privacy for {IoT-Based} Big Data
Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "141--156",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3394700",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; big data analytics; blockchain; Blockchains;
collaborative model learning; Data models; differential
privacy; Differential privacy; Internet of things
(IoT); Machine learning; Privacy; Security; security",
}
@Article{Ghadermazi:2025:TRT,
author = "Jalal Ghadermazi and Ankit Shah and Nathaniel D.
Bastian",
title = "Towards Real-Time Network Intrusion Detection With
Image-Based Sequential Packets Representation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "157--173",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403394",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Convolutional neural networks; Data mining;
Early attack detection; Feature extraction; network
intrusion detection system; packet -based NIDS;
Payloads; Real-time systems; sequential packets image
representation; Telecommunication traffic",
}
@Article{Park:2025:PRP,
author = "Jeongsu Park and Dong Hoon Lee",
title = "Parallelly Running and Privacy-Preserving
Agglomerative Hierarchical Clustering in Outsourced
Cloud Computing Environments",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "174--189",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403375",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cloud computing; cloud computing;
Computational modeling; Cryptography; Data privacy;
Hierarchical clustering; privacy-preserving
computation; Protocols; Servers",
}
@Article{Lian:2025:UEM,
author = "Wenjuan Lian and Zikang Bao and Xinze Zhang and Bin
Jia and Yang Zhang",
title = "A Universal and Efficient Multi-Modal Smart Contract
Vulnerability Detection Framework for Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "190--207",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403376",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blockchains; Feature extraction;
multi-modal; security; Security; Smart contract; Smart
contracts; Source coding; Testing; vulnerability
detection",
}
@Article{Bao:2025:TPP,
author = "Haiyong Bao and Zhehong Wang and Rongxing Lu and Cheng
Huang and Beibei Li",
title = "{TAMT}: Privacy-Preserving Task Assignment With
Multi-Threshold Range Search for Spatial Crowdsourcing
Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "208--220",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403374",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Crowdsourcing; Cryptography;
Encryption; Multi-threshold; PKD-tree; Privacy;
privacy-preserving; Servers; spatial crowdsourcing;
Task analysis; task assignment",
}
@Article{Zhang:2025:TLS,
author = "Qi Zhang and Yanfeng Sun and Shaofan Wang and Junbin
Gao and Yongli Hu and Baocai Yin",
title = "Training Large-Scale Graph Neural Networks via Graph
Partial Pooling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "221--233",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403380",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Costs; graph diffusion; graph neural networks; Graph
neural networks; graph pooling; Large-scale graphs;
Memory management; Sampling methods; Scalability;
Training; Vectors",
}
@Article{Deng:2025:CED,
author = "Xiaoge Deng and Dongsheng Li and Tao Sun and Xicheng
Lu",
title = "Communication-Efficient Distributed Learning via
Sparse and Adaptive Stochastic Gradient",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "234--246",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407510",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Adaptive aggregation; Computational
modeling; Convergence; distributed algorithm; efficient
communication; gradient sparsification; Quantization
(signal); Servers; stochastic gradient descent;
Stochastic processes; Training",
}
@Article{Cao:2025:CLS,
author = "Lele Cao and Vilhelm von Ehrenheim and Mark
Granroth-Wilding and Richard Anselmo Stahl and Andrew
McCornack and Armin Catovic and Dhiana Deva Cavalcanti
Rocha",
title = "{CompanyKG}: a Large-Scale Heterogeneous Graph for
Company Similarity Quantification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "247--258",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407573",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Companies; company similarity
quantification; competitor retrieval; graph dataset;
graph neural network; heterogeneous graph; Industries;
Investment; investment; Knowledge graph; Knowledge
graphs; private equity; similarity prediction;
similarity ranking; Soft sensors; Task analysis",
}
@Article{Al-Wesabi:2025:ARC,
author = "Fahd N. Al-Wesabi and Marwa Obayya and Jamal Alsamri
and Rana Alabdan and Nojood O Aljehane and Sana
Alazwari and Fahad F. Alruwaili and Manar Ahmed Hamza
and A Swathi",
title = "Automatic Recognition of Cyberbullying in the Web of
Things and social media using Deep Learning Framework",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "259--270",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3409939",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Abuse detection; Convolutional neural networks;
convolutional neural networks; cyberbullying;
Cyberbullying; Data mining; Data models; Deep learning;
deep learning; Feature extraction; Information
technology; Web of Things",
}
@Article{Diao:2025:ETU,
author = "Mengting Diao and Zhongbao Zhang and Sen Su and Shuai
Gao and Huafeng Cao and Junda Ye",
title = "Efficiently Transfer User Profile Across Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "271--285",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3414321",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial machine learning; Big Data; Clustering
algorithms; Computational complexity; Knowledge
engineering; social network; Social networking
(online); transfer learning; Transfer learning; User
profiling",
}
@Article{Yang:2025:CME,
author = "Xi Yang and Suining He and Kang G. Shin and Mahan
Tabatabaie and Jing Dai",
title = "Cross-Modality and Equity-Aware Graph Pooling Fusion:
a Bike Mobility Prediction Study",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "286--302",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3414280",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Bike sharing; differentiable pooling; equity
awareness; Feature extraction; Pipelines; Predictive
models; Public transportation; Shared transport; target
and auxiliary graphs; Urban areas; usage prediction",
}
@Article{Ramos:2025:RPP,
author = "Guilherme Ramos and Ludovico Boratto and Mirko
Marras",
title = "Robust Privacy-Preserving Federated Item Ranking in
Online Marketplaces: Exploiting Platform Reputation for
Effective Aggregation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "303--309",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3505055",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Arithmetic; Big Data; Computational
complexity; Computational modeling; Data models; Data
privacy; Federated learning; Privacy;
privacy-preserving computing; recommender systems;
reputation systems; Training",
}
@Article{Anonymous:2025:RL,
author = "Anonymous",
title = "2024 Reviewers List*",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "1",
pages = "310--313",
month = feb,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3526356",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2025:STD,
author = "Shuang Wang and He Zhang and Quan Z. Sheng and
Xiaoping Li and Zhu Sun and Taotao Cai and Wei Emma
Zhang and Jian Yang and Qing Gao",
title = "A Survey on Truth Discovery: Concepts, Methods,
Applications, and Opportunities",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "314--332",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423677",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Australia; Big Data; Correlation; Dependent sources;
object confidence; Reliability; Reviews; Sensors;
source reliability; Surveys; truth discovery",
}
@Article{Si:2025:CCD,
author = "Junjun Si and Jin Yang and Yang Xiang and Li Li and Bo
Tu and Rongqing Zhang",
title = "{ConDTC}: Contrastive Deep Trajectory Clustering for
Fine-Grained Mobility Pattern Mining",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "333--344",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3362195",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Clustering methods; Data mining;
Representation learning; Self-supervised learning;
spatial-temporal data mining; Task analysis;
Trajectory; Trajectory clustering; trajectory mining;
trajectory representation learning",
}
@Article{Bai:2025:JMF,
author = "Luyi Bai and Xiuting Song and Lin Zhu",
title = "Joint Multi-Feature Information Entity Alignment for
Cross-Lingual Temporal Knowledge Graph With {BERT}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "345--358",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378113",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Entity alignment; entity description;
Knowledge graphs; Object recognition; Semantics; Task
analysis; temporal knowledge graph; Training; Triples
(Data structure)",
}
@Article{Qiu:2025:WSC,
author = "Dafei Qiu and Shan Xiong and Jiajin Yi and Jialin
Peng",
title = "Weakly-Supervised Cross-Domain Segmentation of
Electron Microscopy With Sparse Point Annotation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "359--371",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378062",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Annotations; electron microscopy;
Electrons; Image segmentation; mitochondria
segmentation; Predictive models; Sparse point
annotation; Task analysis; Training; weakly-supervised
domain adaptation",
}
@Article{Ji:2025:STT,
author = "Junzhong Ji and Jing He and Minglong Lei and Muhua
Wang and Wei Tang",
title = "Spatio-Temporal Transformer Network for Weather
Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "372--387",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3378061",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Feature extraction; Forecasting; meteorological
graphs; Meteorology; Predictive models; spatio-temporal
neural networks; Task analysis; Transformers;
transformers; Weather forecasting",
}
@Article{Omar:2025:DUG,
author = "Kazi Shahrukh Omar and Gustavo Moreira and Daniel
Hodczak and Maryam Hosseini and Nicola Colaninno and
Marcos Lage and Fabio Miranda",
title = "{Deep Umbra}: a Generative Approach for Sunlight
Access Computation in Urban Spaces",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "388--401",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3382964",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Buildings; Generative adversarial networks;
generative adversarial networks; shadow; sunlight
access; Task analysis; Training; urban analytics; Urban
areas; Urban computing; Urban planning",
}
@Article{Wu:2025:EPS,
author = "Xiang Wu and Hongchao Qin and Rong-Hua Li and Yuchen
Meng and Huanzhong Duan and Yanxiong Lu and Yujing Gao
and Fusheng Jin and Guoren Wang",
title = "Effective Personalized Search With Heterogeneous Graph
Based {Hawkes} Process",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "402--413",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3399606",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Feature extraction; Hawkes process;
heterogeneous graph; History; personalized search;
Search engines; Search problems; Social networking
(online); Transformers",
}
@Article{Borah:2025:DLB,
author = "Anindita Borah",
title = "Deep Learning Based Anomaly Detection Approach for Air
Pollution Assessment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "414--425",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403392",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Air pollution; Anomaly detection; anomaly detection;
Atmospheric modeling; Correlation; Deep learning; deep
learning; long short term memory; Predictive models;
time series; Time series analysis",
}
@Article{Lan:2025:MEB,
author = "Yuqing Lan and Zhenghao Liu and Yu Gu and Xiaoyuan Yi
and Xiaohua Li and Liner Yang and Ge Yu",
title = "Multi-Evidence Based Fact Verification via A
Confidential Graph Neural Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "426--437",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403382",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Aggregates; Big Data; Cognition;
confidence score; Fact verification; graph reasoning;
multi-head attention; Noise; Semantics; Task analysis",
}
@Article{Zhao:2025:ODC,
author = "Xin Zhao and Shaolong Li and Ying Zhao and Shuowen Fu
and Yunpeng Chen and Fangfang Zhou and Xin Huang and
Yuwei Li and Zhuo Chen",
title = "An Open Dataset of Cyber Asset Graphs for Cybercrime
Research",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "438--446",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403371",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Autonomous systems; Big Data; Computer crime; Cyber
asset; cybercrime; graph; Internet; IP networks; open
dataset; Security; Social networking (online)",
}
@Article{Wang:2025:ZZK,
author = "Zhipeng Wang and Nanqing Dong and Jiahao Sun and
William Knottenbelt and Yike Guo",
title = "{{\tt zkFL}}: Zero-Knowledge Proof-Based Gradient
Aggregation for Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "447--460",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403370",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Arithmetic; Big Data; Blockchains; Computational
modeling; Data models; Federated learning; Privacy;
security; Training; trustworthy machine learning;
zero-knowledge proof",
}
@Article{Fang:2025:IPA,
author = "Junbin Fang and Canjian Jiang and You Jiang and Puxi
Lin and Zhaojie Chen and Yujing Sun and Siu-Ming Yiu
and Zoe L. Jiang",
title = "Imperceptible Physical Attack Against Face Recognition
Systems via {LED} Illumination Modulation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "461--473",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403377",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adversarial attack; Face detection; Face recognition;
LED illumination modulation; Light emitting diodes;
Lighting; Perturbation methods; Predictive models;
Security",
}
@Article{Liu:2025:SIF,
author = "Xiaoyi Liu and Duxin Chen and Wenjia Wei and Xia Zhu
and Hao Shi and Wenwu Yu",
title = "System Identification With {Fourier} Transformation
for Long-Term Time Series Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "474--484",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407568",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; long-term prediction; machine
learning; Mathematical models; model-based method;
Predictive models; sparse identification; Sparse
matrices; System identification; Task analysis; Time
series analysis; Time-series prediction",
}
@Article{Pi:2025:UPS,
author = "Yueyang Pi and Yiqing Shi and Shide Du and Yang Huang
and Shiping Wang",
title = "Unsupervised Projected Sample Selector for Active
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "485--498",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407545",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Active learning; Big Data; Clustering algorithms; Data
models; deep learning; differentiable networks;
Dimensionality reduction; Fitting; machine learning;
orthogonal projection; Redundancy; Vectors",
}
@Article{Peng:2025:ANA,
author = "Qiyao Peng and Yinghui Wang and Pengfei Jiao and
Huaming Wu and Wenjun Wang",
title = "Accurate Network Alignment via Consistency in Node
Evolution",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "499--511",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407543",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Evolution (biology); Focusing; global
consistency; Knowledge graphs; local consistency; Long
short term memory; Network alignment; network
evolution; Periodic structures; Proteins",
}
@Article{Yuan:2025:RLF,
author = "Chenhan Yuan and Ryan Rossi and Andrew Katz and Hoda
Eldardiry",
title = "A Reinforcement Learning Framework for {$N$}-Ary
Document-Level Relation Extraction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "512--523",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3410099",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; contrastive learning;
document-level extraction; Knowledge based systems;
Noise; Noise reduction; reinforcement learning;
Relation extraction; Task analysis; Training",
}
@Article{Xu:2025:USP,
author = "Heng Xu and Tianqing Zhu and Lefeng Zhang and Wanlei
Zhou and Philip S. Yu",
title = "Update Selective Parameters: Federated Machine
Unlearning Based on Model Explanation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "524--539",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3409947",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Data models; Federated
learning; federated learning; federated unlearning;
Machine learning; Machine unlearning; model
explanation; Servers; Training; Training data",
}
@Article{Du:2025:SSG,
author = "Pengfei Du and Yali Gao and Linghui Li and Xiaoyong
Li",
title = "{SGAMF}: Sparse Gated Attention-Based Multimodal
Fusion Method for Fake News Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "540--552",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3414341",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Blogs; COVID-19; Fake news; fake news
detection; Feature extraction; Logic gates; multimodal
fusion; Social networking (online); Sparse gated
attention",
}
@Article{Shu:2025:DCM,
author = "Zhenqiu Shu and Yibing Bai and Kailing Yong and
Zhengtao Yu",
title = "Deep Cross-Modal Hashing With Ranking Learning for
Noisy Labels",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "553--565",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423704",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Codes; Cross-modal retrieval; deep hashing; Feature
extraction; Noise; Noise measurement; noisy labels;
ranking-swapping; semantic alignment; Semantics; Task
analysis; Training",
}
@Article{Liu:2025:HHI,
author = "Tianpeng Liu and Jing Li and Amin Beheshti and Jia Wu
and Jun Chang and Beihang Song and Lezhi Lian",
title = "{HEART}: Historically Information Embedding and
Subspace Re-Weighting Transformer-Based Tracking",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "566--577",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423672",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational efficiency; Computational modeling;
Heart; historical information embedding; multi-head
self-attention; Siamese network; Target tracking; Task
analysis; Transformer; Transformers; visual object
tracking; Visualization",
}
@Article{Wang:2025:SKR,
author = "Zikang Wang and Linjing Li and Daniel Dajun Zeng",
title = "Symbolic Knowledge Reasoning on Hyper-Relational
Knowledge Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "578--590",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423670",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cognition; Hyper-relational knowledge graph;
Knowledge graphs; knowledge reasoning; multi-hop
reasoning; Representation learning; Spread spectrum
communication; Tensors; Transformers",
}
@Article{Chang:2025:DVA,
author = "Baofeng Chang and Guodao Sun and Sujia Zhu and Qi
Jiang and Wang Xia and Jingwei Tang and Ronghua Liang",
title = "{DBNetVizor}: Visual Analysis of Dynamic Basketball
Player Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "591--605",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423721",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data mining; Data visualization; Dynamic basketball
player network; dynamic network analysis; Feature
extraction; Heuristic algorithms; hierarchical
snapshot; Network topology; network visualization;
Sports; Visualization",
}
@Article{Rahmani:2025:AAG,
author = "Hoda Rahmani and Anthony J. Olejniczak and Gary R.
Weckman",
title = "{AGE}: Age-Gender Effect on Faculty Career Progression
in {American} Universities",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "606--619",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423726",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Academic career; age bias; age-gender bias; Aging;
association rule mining; Big Data; classification;
clustering; Education; Employment; Engineering
profession; ensemble learning; extreme gradient
boosting; gender bias; machine learning; Productivity;
random forest; Sociology",
}
@Article{Xie:2025:ASS,
author = "Xinlin Xie and Jing Fan and Xinying Xu and Gang Xie",
title = "Adaptive Superpixel Segmentation With Non-Uniform Seed
Initialization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "620--634",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423719",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Clustering algorithms; Computational
complexity; disconnected regions; Image color analysis;
Image segmentation; Lattices; non-uniform;
pre-processing; small objects; Superpixels; Weight
measurement",
}
@Article{Liu:2025:DDC,
author = "Chang Liu and Dacao Zhang and Meng Wang",
title = "{DCLCSE}: Dynamic Curriculum Learning Based
Contrastive Learning of Sentence Embeddings",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "635--647",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423650",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Contrastive learning;
curriculum learning; Data augmentation; Representation
learning; sample difficulty; Semantics; sentence
representation; Task analysis; Training",
}
@Article{Wang:2025:RFD,
author = "Meng Wang and Kai Yu and Chun-Mei Feng and Yiming Qian
and Ke Zou and Lianyu Wang and Rick Siow Mong Goh and
Xinxing Xu and Yong Liu and Huazhu Fu",
title = "Reliable Federated Disentangling Network for Non-{IID}
Domain Feature",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "648--658",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423694",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; feature disentangling;
Federated learning; Reliability; reliability;
Representation learning; Servers; Task analysis;
Uncertainty; uncertainty",
}
@Article{Beikmohammadi:2025:CFL,
author = "Ali Beikmohammadi and Sarit Khirirat and Sindri
Magn{\'u}sson",
title = "On the Convergence of Federated Learning Algorithms
Without Data Similarity",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "659--668",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423693",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Compression algorithms; Computational modeling;
Convergence; Data models; Federated learning; federated
learning; gradient methods; machine learning;
Optimization; Schedules; Stochastic processes",
}
@Article{Yao:2025:MDC,
author = "Zhiyi Yao and Bowen Ding and Qianlan Bai and Yuedong
Xu",
title = "{Minerva}: Decentralized Collaborative Query
Processing Over {InterPlanetary} File System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "669--683",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423729",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; decentralized query; Distributed databases;
distributed hash table; Engines; InterPlanetary File
System; IPFS; Memory; Merkle tree; Soft sensors;
Structured Query Language",
}
@Article{Guo:2025:DGC,
author = "Xiaoyu Guo and Yan Liu and Daofu Gong and Fenlin Liu",
title = "Dual Graph Convolutional Networks for Social Network
Alignment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "684--695",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423699",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data mining; Feature extraction; graph convolutional
network; Graph convolutional networks; graph
representation learning; Representation learning;
Social network alignment; social network analysis;
Social networking (online); Task analysis; Vectors",
}
@Article{Liu:2025:DIF,
author = "Huiting Liu and Huaxiu Zhang and Peipei Li and Peng
Zhao and Xindong Wu",
title = "Denoising Implicit Feedback for Graph Collaborative
Filtering via Causal Intervention",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "696--709",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3423727",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bipartite graph; Causal intervention; Collaborative
filtering; denoising; graph collaborative filtering;
Instruments; Noise; Noise measurement; Noise reduction;
recommender system; Recommender systems;
self-supervised learning",
}
@Article{Wu:2025:WSB,
author = "Xue Wu and Liangxiao Jiang and Wenjun Zhang and
Chaoqun Li",
title = "Worker Similarity-Based Label Completion for
Crowdsourcing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "710--721",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3426310",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Annotations; Big Data; Crowdsourcing; Crowdsourcing
learning; label completion; Noise; Noise measurement;
Pearson's correlation; Sparse matrices; Vectors; worker
similarity",
}
@Article{He:2025:RJG,
author = "Yanfang He and Umi Kalsom Yusof",
title = "Robust Joint Graph Learning for Multi-View
Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "722--734",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3426277",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "$ \ell _{1}$ \ell 1 -norm; Clustering algorithms;
Feature extraction; Laplace equations; Linear
programming; multi-view clustering; Noise; noise
robustness; rank constraint; Robustness; Unified graph
matrix; Vectors",
}
@Article{Gou:2025:GCN,
author = "Jianping Gou and Youhui Cheng and Yibing Zhan and
Baosheng Yu and Weihua Ou and Yi Zhang",
title = "Graph Convolutional Networks With Collaborative
Feature Fusion for Sequential Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "735--747",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3426355",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Collaboration; Computer science;
Feature extraction; Feature fusion; Federated learning;
Graph convolutional networks; graph convolutional
networks; online distillation; sequential
recommendation",
}
@Article{Shi:2025:ELB,
author = "Ruize Shi and Hong Huang and Xue Lin and Kehan Yin and
Wei Zhou and Hai Jin",
title = "Efficient Learning for Billion-Scale Heterogeneous
Information Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "748--760",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3428331",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Efficiency; Graph neural networks;
heterogeneous graph neural network; heterogeneous
information network; Memory management; Message
passing; Semantics; Task analysis; Training",
}
@Article{Wang:2025:LHO,
author = "Zhi Wang and Qiang Lin and Yaxiong Ma and Xiaoke Ma",
title = "Local High-Order Graph Learning for Multi-View
Clustering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "761--773",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433525",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Clustering algorithms; Correlation; Data structures;
diversity; Feature extraction; local high-order graph;
Matrix decomposition; Multi-view clustering; tensor
nuclear norm; Tensors; Vectors",
}
@Article{Chen:2025:SSB,
author = "Jiajun Chen and Chunqiang Hu and Zewei Liu and Tao
Xiang and Pengfei Hu and Jiguo Yu",
title = "Secret Specification Based Personalized
Privacy-Preserving Analysis in Big Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "774--787",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433433",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data analysis; Data privacy; Differential
privacy; differential privacy; personalized privacy
preservation; Privacy; Protection; secret
specification; Sensitivity",
}
@Article{Li:2025:AGG,
author = "Yihui Li and Yuanfang Guo and Junfu Wang and Shihao
Nie and Liang Yang and Di Huang and Yunhong Wang",
title = "{ALD-GCN}: Graph Convolutional Networks With
Attribute-Level Defense",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "788--799",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433553",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adversarial attacks; Big Data; Data models; Graph
neural networks (GNNs); Laplace equations; Perturbation
methods; robustness; Symmetric matrices; Testing;
Training",
}
@Article{Zhang:2025:SPI,
author = "Wenxiang Zhang and Ye Yuan and Hang Wei and Wenjing
Zhang and Bin Liu",
title = "A Systemic Pipeline of Identifying {lncRNA-Disease}
Associations to the Prognosis and Treatment of
Hepatocellular Carcinoma",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "800--809",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433380",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biology; disease prognosis and treatment;
Disease-associated lncRNAs identification; Diseases;
Heterogeneous networks; Immune system; interactions
between various bio-entities; Medical treatment;
molecular pathogenesis analysis; Pipelines; Prognostics
and health management",
}
@Article{Peng:2025:AFM,
author = "Zhen Peng and Wanquan Liu and Sung-Kwun Oh",
title = "{AFS-FCM} With Memory: a Model for Air Quality
Multi-Dimensional Prediction With Interpretability",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "810--820",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433467",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Air quality; air quality prediction with
interpretability; Atmospheric modeling; axiomatic fuzzy
set; Correlation; fuzzy cognitive map; Fuzzy sets;
Multi-dimensional time series; Predictive models;
semantics; Semantics; Time series analysis",
}
@Article{Pu:2025:MDL,
author = "Chunyu Pu and Yingxu Liu and Shuai Lin and Xu Shi and
Zhengying Li and Hong Huang",
title = "Multimodal Deep Learning for Semisupervised
Classification of Hyperspectral and {LiDAR} Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "821--834",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3433494",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data mining; Feature extraction; feature
fusion; hyperspectral image; Hyperspectral imaging;
Laser radar; light detection and ranging (LiDAR);
Multimodality; semisupervised classification; Training;
Transformers",
}
@Article{Chen:2025:ACT,
author = "Hai Chen and Shu Zhao and Xiao Yang and Huanqian Yan
and Yuan He and Hui Xue and Fulan Qian and Hang Su",
title = "{ANF}: Crafting Transferable Adversarial Point Clouds
via Adversarial Noise Factorization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "835--847",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3436593",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adversarial attack; adversarial noise factorization;
Feature extraction; Noise; Pipelines; Point cloud
compression; Solid modeling; Task analysis;
Three-dimensional displays; Transferability",
}
@Article{Song:2025:QAM,
author = "Yang Song and Yu Gu and Min Huang and Ge Yu",
title = "A Query-Aware Method for Approximate Range Search in
{Hamming} Space",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "848--860",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3436636",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Approximate range search; Big Data; Hamming
distances; hamming space; query-aware dimension
partitioning; sampling; Search problems; Space
exploration; Task analysis; Vectors",
}
@Article{Li:2025:LBD,
author = "Ruiyuan Li and Jiajun Li and Minxin Zhou and Rubin
Wang and Huajun He and Chao Chen and Jie Bao and Yu
Zheng",
title = "Learning-Based Distributed Spatio-Temporal $k$-Nearest
Neighbors Join",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "861--878",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442539",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "AI4DB; Bayes methods; Bayesian optimization; Big Data;
Cluster computing; Concurrent computing; distributed
computing; Geometry; Indexes; knob tuning; spatio
-temporal $k$ k NN join; Tuning",
}
@Article{Wang:2025:DND,
author = "Jie-Feng Wang and Wan-Lei Zhao and Shihai Xiao and
Jiajie Yao and Xuecang Zhang",
title = "{Dynamic NN-Descent}: an Efficient $k$-{NN} Graph
Construction Method",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "879--886",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3460534",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Context; Dynamic NN-Descent; GPU; Graphics processing
units; Heuristic algorithms; Instruction sets;
Iterative methods; k-NN graph; Measurement; Memory
management; NN- descent",
}
@Article{Jiao:2025:CGC,
author = "Pengfei Jiao and Peng Yan and Jilin Zhang and Biao
Wang and Wang Zhang and Nailiang Zhao",
title = "Combine the Growth of Cascades and Impact of Users for
Diffusion Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "2",
pages = "887--895",
month = apr,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3460530",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attention mechanisms; Data mining; Deep learning; deep
learning; Feature extraction; graph neural networks;
Information diffusion; information diffusion;
Predictive models; Recurrent neural networks;
Representation learning",
}
@Article{Yang:2025:EEH,
author = "Guang Yang and Jing Zhang and Giorgos Papanastasiou
and Ge Wang and Dacheng Tao",
title = "Editorial Emerging Horizons: The Rise of Large
Language Models and Cross-Modal Generative {AI}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "896--897",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3537217",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Yu:2025:CLS,
author = "Peipeng Yu and Jiahan Chen and Xuan Feng and Zhihua
Xia",
title = "{CHEAT}: a Large-Scale Dataset for Detecting
{CHatGPT-writtEn AbsTracts}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "898--906",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536929",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Chatbots; ChatGPT; Deep learning;
Detection algorithms; Detectors; Feature extraction;
Oral communication; Reinforcement learning; Social
networking (online); synthetic abstracts; text
synthesis detection",
}
@Article{Dai:2025:ALC,
author = "Haixing Dai and Zhengliang Liu and Wenxiong Liao and
Xiaoke Huang and Yihan Cao and Zihao Wu and Lin Zhao
and Shaochen Xu and Fang Zeng and Wei Liu and Ninghao
Liu and Sheng Li and Dajiang Zhu and Hongmin Cai and
Lichao Sun and Quanzheng Li and Dinggang Shen and
Tianming Liu and Xiang Li",
title = "{AugGPT}: Leveraging {ChatGPT} for Text Data
Augmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "907--918",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536934",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Chatbots; Data augmentation; data
augmentation; Data models; Few shot learning; few-shot
learning; Large language model; Large language models;
natural language processing; Semantics; Text
categorization; Training; Translation",
}
@Article{Zhang:2025:EHC,
author = "Yingbo Zhang and Shumin Ren and Jiao Wang and Chaoying
Zhan and Mengqiao He and Xingyun Liu and Rongrong Wu
and Jing Zhao and Cong Wu and Chuanzhu Fan and Bairong
Shen",
title = "Expertise or Hallucination? {A} Comprehensive
Evaluation of {ChatGPT's} Aptitude in Clinical
Genetics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "919--932",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536939",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Biological cells; Chatbots;
ChatGPT (chat generative pre-trained transformer);
chromosomal abnormalities; Clinical genetics;
Databases; Diseases; genetic diseases; Genetics;
knowledge hallucination; Market research; Medical
diagnostic imaging; pathogenic gene; Testing",
}
@Article{Shao:2025:TET,
author = "Wenqi Shao and Meng Lei and Yutao Hu and Peng Gao and
Peng Xu and Kaipeng Zhang and Fanqing Meng and Siyuan
Huang and Hongsheng Li and Yu Qiao and Ping Luo",
title = "{TinyLVLM-eHub}: Towards Comprehensive and Efficient
Evaluation for Large Vision-Language Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "933--947",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536930",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Big Data; Cognition; evaluation
method; Knowledge acquisition; Large vision-language
models; multimodal evaluation benchmark; Optical
character recognition; Predictive models; Semantics;
Video recording; Visual perception; Visualization",
}
@Article{Chen:2025:LLM,
author = "Chen Chen and Lei Li and Marcel Beetz and Abhirup
Banerjee and Ramneek Gupta and Vicente Grau",
title = "Large Language Model-Informed {ECG} Dual Attention
Network for Heart Failure Risk Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "948--960",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536922",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; Data models;
electrocardiogram; Electrocardiography; Feature
extraction; Hafnium; heart failure; interpretable
artificial intelligence; Large language model; Large
language models; Lead; multi-modal learning; Predictive
models; Representation learning; risk prediction;
Training",
}
@Article{Jiang:2025:HMR,
author = "Mengying Jiang and Guizhong Liu and Yuanchao Su and
Weiqiang Jin and Biao Zhao",
title = "Hierarchical Multi-Relational Graph Representation
Learning for Large-Scale Prediction of Drug-Drug
Interactions",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "961--975",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536924",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Correlation; Drugs; Feature
extraction; Graph convolutional networks; Graph
representation learning; heterogeneous data sources;
Image edge detection; large-scale predictor; Predictive
models; Representation learning; Soft sensors; spectral
clustering",
}
@Article{Ibanez-Lissen:2025:UTL,
author = "Luis Iba{\~n}ez-Lissen and Lorena Gonz{\'a}lez-Manzano
and Jos{\'e} M. de Fuentes and Manuel Goyanes",
title = "Use of Transfer Learning for Affordable In-Context
Fake Review Generation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "976--987",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536927",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Decoding; Encoding; Fake news; Feature extraction;
generation; Hands; in-context fake reviews;
Mathematical models; Proposals; Reviews; Transfer
learning; Transformers; transformers",
}
@Article{Wang:2025:TSG,
author = "Yan Wang and Huiyu Zhou and Xinghui Dong",
title = "Terrain Scene Generation Using a Lightweight Vector
Quantized Generative Adversarial Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "988--1000",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536926",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Decoding; Diffusion models;
Feature extraction; Generative adversarial networks;
image generation; Image synthesis; lightweight
networks; natural terrains; super-resolution;
Superresolution; Terrain scenes; Training;
Transformers; Vectors",
}
@Article{Nadeem:2025:MMA,
author = "Mohammad Nadeem and Shahab Saquib Sohail and Dag
{\O}ivind Madsen and Ahmed Ibrahim Alzahrani and Javier
{Del Ser} and Khan Muhammad",
title = "A Multi-Modal Assessment Framework for Comparison of
Specialized Deep Learning and General-Purpose Large
Language Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1001--1012",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536937",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "assessment framework; Big Data; Chatbots; Data models;
deep learning; Deep learning; Depression; Fake news;
generative artificial intelligence; Hands; Internet;
Large language models; Testing",
}
@Article{Chen:2025:AAT,
author = "Weijie Chen and Haoyu Wang and Shicai Yang and Lei
Zhang and Wei Wei and Yanning Zhang and Luojun Lin and
Di Xie and Yueting Zhuang",
title = "Adapt Anything: Tailor Any Image Classifier Across
Domains and Categories Using Text-to-Image Diffusion
Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1013--1026",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536933",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Data models; data synthesis;
Diffusion models; Generators; Image synthesis;
Knowledge transfer; prompt diversification; Solid
modeling; Synthetic data; Text to image; Text-to-image
diffusion models; Three-dimensional displays;
unsupervised domain adaptation",
}
@Article{Wu:2025:ETO,
author = "Zihao Wu and Lu Zhang and Chao Cao and Xiaowei Yu and
Zhengliang Liu and Lin Zhao and Yiwei Li and Haixing
Dai and Chong Ma and Gang Li and Wei Liu and Quanzheng
Li and Dinggang Shen and Xiang Li and Dajiang Zhu and
Tianming Liu",
title = "Exploring the Trade-Offs: Unified Large Language
Models vs Local Fine-Tuned Models for Highly-Specific
Radiology {NLI} Task",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1027--1041",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536928",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Chatbots; Cognition; Electronic
mail; Encyclopedias; Internet; Large language models;
natural language inference; natural language
processing; Natural languages; Online services;
Radiology; radiology report; Training",
}
@Article{Sepulveda-Torres:2025:WWM,
author = "Robiert Sep{\'u}lveda-Torres and Iv{\'a}n
Mart{\'\i}nez-Murillo and Estela Saquete and Elena
Lloret and Manuel Palomar",
title = "To Write or Not to Write as a Machine? {That}'s the
Question",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1042--1053",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3536938",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "AI-generated content; Art; Chatbots; Detectors;
Feature extraction; Generative AI; large language
models; Multi-task learning; Multilingual;
multilingual; Multitasking; natural language
processing; Reliability; Text detection; Transformers",
}
@Article{Zhao:2025:HHF,
author = "Shu Zhao and Yuanfang Cheng and Yanping Zhang and Jie
Chen and Zhen Duan and Yang Sun and Xinyuan Wang",
title = "{HyFit}: Hybrid Fine-Tuning With Diverse Sampling for
Abstractive Summarization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1054--1065",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3387311",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Abstractive summarization; contrastive learning;
Decoding; hybrid fine-tuning; Reinforcement learning;
reinforcement learning; sampling method; Sampling
methods; Self-supervised learning; Semantics; Task
analysis; Training",
}
@Article{Ding:2025:XEE,
author = "Xiao Ding and Bibo Cai and Xue Li and Ting Liu and
Bing Qin",
title = "{x-ECON}: Explainable Event-Consumption Commonsense
Reasoning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1066--1077",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2023.3348999",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Annotations; Clothing; Commonsense reasoning;
Crowdsourcing; Electrocardiography; knowledge
acquisition; natural language processing; Pediatrics;
Pregnancy; Task analysis",
}
@Article{Sang:2025:BDT,
author = "Lei Sang and Mingyuan Liu and Yi Zhang and Yuee Huang
and Yiwen Zhang",
title = "Bi-Directional Transfer Graph Contrastive Learning for
Social Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1078--1090",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3387340",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bidirectional control; Big Data; Collaboration;
contrastive learning; graph neural networks; Noise;
Recommender systems; Self-supervised learning; Social
networking (online); Social recommendation",
}
@Article{Bai:2025:URL,
author = "Haoyue Bai and Min Hou and Le Wu and Yonghui Yang and
Kun Zhang and Richang Hong and Meng Wang",
title = "Unified Representation Learning for Discrete Attribute
Enhanced Completely Cold-Start Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1091--1102",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3387276",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; Cold-Start problem;
Collaboration; contrastive learning; Mutual
information; recommender system; Semantics; Training;
Transformers",
}
@Article{Sun:2025:RRS,
author = "Yujing Sun and Hao Xiong and Siu Ming Yiu",
title = "Restoration of Recaptured Screen Images With a Divide
and Conquer Strategy",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1103--1115",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442538",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Brightness; Distortion; Image color analysis; Image
decomposition; Image restoration; Moir{\'e} pattern
removal; recaptured screen image; Task analysis;
Training",
}
@Article{Zhang:2025:WNS,
author = "Hefu Zhang and Yong Ge and Yan Zhuang and Enhong
Chen",
title = "Where is the Next Step? {Predicting} the Scientific
Impact of Research Career",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1116--1127",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442550",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Engineering profession; Feature extraction; graph
representation; heterogeneous graph; knowledge
distillation; Knowledge engineering; Planning;
Predictive models; Scientific impact; Task analysis;
Training",
}
@Article{Lu:2025:DFK,
author = "Zihao Lu and Junli Wang and Changjun Jiang",
title = "Data-Free Knowledge Filtering and Distillation in
Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1128--1143",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442551",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data models; Data synthesis; Federated
learning; federated learning; Generators; knowledge
distillation; knowledge filtering; Predictive models;
Servers; Training",
}
@Article{Bing:2025:EMV,
author = "Rui Bing and Guan Yuan and Yanmei Zhang and Senzhang
Wang and Bohan Li and Yong Zhou",
title = "An Efficient Multi-View Heterogeneous Hypergraph
Convolutional Network for Heterogeneous Information
Network Representation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1144--1157",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442549",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Adaptive hypergraph structure
learning; Convolution; Convolutional neural networks;
Correlation; Graph neural networks; heterogeneous graph
representation learning; heterogeneous hypergraph
neural network; Representation learning; Semantics",
}
@Article{Mao:2025:CFL,
author = "Jingxin Mao and Xiaoyu Ma and Yanlong Bi and Rongqing
Zhang",
title = "A Comprehensive Federated Learning Framework for
Diabetic Retinopathy Grading and Lesion Segmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1158--1170",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442548",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data privacy; Deep learning; Diabetic retinopathy;
Federated learning; federated learning; grading; Image
segmentation; lesion segmentation; Lesions; Medical
diagnostic imaging; Task analysis",
}
@Article{Jin:2025:CRD,
author = "Weiqiang Jin and Mengying Jiang and Tao Tao and Hao
Zhou and Xiaotian Wang and Biao Zhao and Guang Yang",
title = "Can Rumor Detection Enhance Fact Verification?
{Unraveling} Cross-Task Synergies Between Rumor
Detection and Fact Verification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1171--1187",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442555",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Cross-task knowledge augmentation;
Data models; fact verification; Fake news; Feature
extraction; parameter efficient fine-tuning; prompt
learning; rumor detection; Semantics; Synchronization;
Task analysis",
}
@Article{Majeed:2025:MCG,
author = "Abdul Majeed and Seong Oun Hwang",
title = "Moving Conditional {GAN} Close to Data: Synthetic
Tabular Data Generation and Its Experimental
Evaluation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1188--1205",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442534",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Biomedical imaging; Data
augmentation; Data models; Data privacy; Federated
learning; Generative adversarial networks; generative
adversarial networks; Privacy; privacy;
privacy-enhancing technology; synthetic data; utility",
}
@Article{Zang:2025:GAM,
author = "Di Zang and Zhe Cui and Zengqiang Wang and Juntao Lei
and Yongjie Ding and Chenguang Wei and Junqi Zhang",
title = "Geometric Algebra Multi-Order Graph Neural Network for
Traffic Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1206--1220",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442533",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algebra; Convolution; Geometric algebra; graph neural
network; Graph neural networks; hypergraphs; Kernel;
Predictive models; temporal convolution network; Time
series analysis; traffic prediction; Vectors",
}
@Article{Wu:2025:DAL,
author = "Haitao Wu and Weiwei Li and Xiuyi Jia",
title = "Domain Adaptation for Label Distribution Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1221--1234",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442562",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Contrastive alignment; Correlation;
Degradation; domain adaptation (DA); Face recognition;
label distribution learning (LDL); Semantics; Task
analysis; Vectors",
}
@Article{Rezayi:2025:ENF,
author = "Saed Rezayi and Zhengliang Liu and Zihao Wu and
Chandra Dhakal and Bao Ge and Haixing Dai and Gengchen
Mai and Ninghao Liu and Chen Zhen and Tianming Liu and
Sheng Li",
title = "Exploring New Frontiers in Agricultural {NLP}:
Investigating the Potential of Large Language Models
for Food Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1235--1246",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442542",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; ChatGPT; Context modeling;
Data models; food applications; language models;
Natural language processing; natural language
processing; semantic matching; Semantics; Task
analysis; Training",
}
@Article{Roy:2025:MMM,
author = "Pradeep Kumar Roy",
title = "{MMFFHS}: Multi-Modal Feature Fusion for Hate Speech
Detection on Social Media",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1247--1258",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3445372",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Blogs; Deep learning; Feature extraction; Hate speech;
hate speech; multi-modal; social network; Social
networking (online); Training; Transfer learning;
transfer learning",
}
@Article{Ge:2025:EFB,
author = "Yue Ge and Ying Gao and Lin Qi and Jiankai Qiu",
title = "Efficient Forward and Backward Private Conjunctive
Searchable Encryption With Comprehensive Verification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1259--1272",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3442540",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; backward security; Cloud computing;
Conjunctive keyword search; Data privacy; dynamic
searchable encryption; Encryption; forward security;
Indexes; Keyword search; Servers; verification",
}
@Article{Jia:2025:DHM,
author = "Ziyu Jia and Heng Liang and Yucheng Liu and Haichao
Wang and Tianzi Jiang",
title = "{DistillSleepNet}: Heterogeneous Multi-Level Knowledge
Distillation via Teacher Assistant for Sleep Staging",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1273--1284",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453763",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Brain modeling; Deep learning; deep learning;
Electroencephalography; Electroencephalography (EEG);
Feature extraction; knowledge distillation; Physiology;
Sleep; sleep staging; Transformers",
}
@Article{Ding:2025:ANU,
author = "Fengqian Ding and Bo Li and Xianye Ben and Jia Zhao
and Hongchao Zhou",
title = "{ALAD}: a New Unsupervised Time Series Anomaly
Detection Paradigm Based on Activation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1285--1297",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453762",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Anomaly detection; Biological system modeling;
biologically-plausible learning; Data models; Learning
systems; Predictive models; time series analysis; Time
series analysis; Training; unsupervised learning",
}
@Article{Chen:2025:DCC,
author = "Zipeng Chen and Yuan-Gen Wang and Lin-Cheng Li",
title = "Debiased Cross Contrastive Quantization for
Unsupervised Image Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1298--1308",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453751",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big data retrieval; Binary codes;
Contrastive learning; contrastive learning; deep
learning; Image retrieval; Loss measurement;
Quantization (signal); unsupervised learning; vector
quantization; Vectors",
}
@Article{Shi:2025:MVA,
author = "Weili Shi and Sheng Li",
title = "Mixup Virtual Adversarial Training for Robust Vision
Transformers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1309--1320",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453754",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial training; Computational modeling; Computer
vision; Neural networks; Robustness; robustness; Task
analysis; Training; Transformers; vision transformer",
}
@Article{Yan:2025:MVF,
author = "Cheng Yan and Feng Zhao and Xiaohui Tao and Xiaofeng
Zhu",
title = "Multi-View Few-Shot Reasoning for Emerging Entities in
Knowledge Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1321--1333",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453749",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; commonsense; Few-shot learning; Graph neural
networks; Knowledge graphs; meta-learning;
Metalearning; Multi-view knowledge graph; Training;
Training data; unseen entities; Urban areas",
}
@Article{Jiang:2025:PHO,
author = "Jinzhao Jiang and Yuanyuan Fu and Jian Xu",
title = "{PosParser}: a Heuristic Online Log Parsing Method
Based on Part-of-Speech Tagging",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1334--1345",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453756",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Lenses; Log analysis; log parsing;
Maintenance; Natural languages; Source coding; system
maintenance; Tagging; trigger word extraction",
}
@Article{Liu:2025:MGF,
author = "Heng Liu and Boyue Wang and Yanfeng Sun and Junbin Gao
and Xiaoyan Li and Yongli Hu and Baocai Yin",
title = "Multi-Granularity Feature Interaction and Multi-Region
Selection Based Triplet Visual Question Answering",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1346--1356",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453750",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; cross-modality analysis; Feature extraction;
multi-granularity features; Noise; Question answering
(information retrieval); Tail; Task analysis; Visual
question answering; Visualization",
}
@Article{Wang:2025:AEE,
author = "Qihang Wang and Ying Chen and Qinge Xiao",
title = "{AnesFormer}: an End-to-End Framework for {EEG}-Based
Anesthetic State Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1357--1368",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489419",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Anesthesia EEG; Brain modeling; brain state
estimation; Data models; deep learning;
Direction-of-arrival estimation; Drugs;
Electroencephalography; Estimation; Feature extraction;
Robustness; self-attention; Training; Transformers",
}
@Article{Zou:2025:WML,
author = "Yizhang Zou and Xuegang Hu and Peipei Li and Jun Hu",
title = "Weak Multi-Label Data Stream Classification Under
Distribution Changes in Labels",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1369--1380",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3453760",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Correlation; Data models; large margin;
Multi-label; Prototypes; Real-time systems; Robustness;
stream classification; Vectors; weak labels",
}
@Article{Lou:2025:GDM,
author = "Yunkai Lou and Chaokun Wang and Songyao Wang",
title = "Graph Data Model and Graph Query Language Based on the
Monadic Second-Order Logic",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1381--1396",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3455172",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Algebra; Chaos; Ciphers; Data models; Database
languages; Graph algebra; graph calculus; graph data
model; graph query language; Logic; Software",
}
@Article{Chen:2025:FTB,
author = "Huiqiang Chen and Tianqing Zhu and Bo Liu and Wanlei
Zhou and Philip S. Yu",
title = "Fine-Tuning a Biased Model for Improving Fairness",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1397--1410",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3460537",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Analytical models; Computational modeling;
Data models; Fair machine learning and fine-tuning;
Feature extraction; Predictive models; Training",
}
@Article{Aslam:2025:DNA,
author = "Muhammad Aslam",
title = "Developing Novel Algorithms for Generating Inexact
Data Through Triangle Distribution",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1411--1418",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3460529",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; algorithm; Big Data; classical
statistics; distribution; indeterminacy; Mathematical
models; Monte Carlo methods; Random variables;
Simulation; Standards; Uncertainty",
}
@Article{Tian:2025:DFR,
author = "Huan Tian and Bo Liu and Tianqing Zhu and Wanlei Zhou
and Philip S. Yu",
title = "Distilling Fair Representations From Fair Teachers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1419--1433",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3460532",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Classifications; Data models; data processing; deep
learning; fairness; Feature extraction; Measurement;
Predictive models; Protection; Training; Training
data",
}
@Article{Zhang:2025:VPP,
author = "Yunzhen Zhang and Baocang Wang and Zhen Zhao",
title = "Verifiable and Privacy-Preserving $k$-{NN} Query
Scheme With Multiple Keys",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1434--1446",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3463543",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "$k$ k -NN query; Cloud computing; Cryptography; Data
privacy; Databases; multiple keys; privacy-preserving;
Protocols; result verification; Security; Servers",
}
@Article{Yuan:2025:LSD,
author = "Tailan Yuan and Wen Xiong and Siyuan Liu",
title = "Large-Scale Data Quality Challenges, Framework and
Evaluation in Metro Systems",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1447--1463",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3474215",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data integrity; Data quality; data semantics
enrichment; Filtering; Imputation; metro system;
missing data imputation; Noise; noise filtering;
Pipelines; Semantics; Smart cards; Trajectory; Wireless
fidelity",
}
@Article{Kang:2025:ONB,
author = "Nathaniel Kang and Dongeun Min and Yonghun Cho and
Dong-Whan Ko and Hyun Hak Kim and Joon Yeon Choeh and
Jongho Im",
title = "Online News-Based Economic Sentiment Index",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1464--1474",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3474211",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Biological system modeling; Data fusion;
Data models; Deep learning; deep learning; economic
index; Economics; forecasting; Indexes; Industries;
KoBERT; Real-time systems; Sentiment analysis;
Surveys",
}
@Article{Zhu:2025:KGE,
author = "Zhichao Zhu and Jianqiang Li and Chun Xu and Jingchen
Zou and Qing Zhao",
title = "A Knowledge-Guided Event-Relation Graph Learning
Network for Patient Similarity With {Chinese}
Electronic Medical Records",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1475--1492",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3481955",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Data models;
Diseases; electronic medical records; element-relation
graph; event-relation graph; Feature extraction; graph
neural network; Graph neural networks; Manuals; Medical
diagnostic imaging; Noise; Patient similarity; Web and
internet services",
}
@Article{Zhuo:2025:DRC,
author = "Guangyao Zhuo and Zhenqiu Shu and Zhengtao Yu",
title = "Deep Residual Coupled Prompt Learning for Zero-Shot
Sketch-Based Image Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1493--1507",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3481898",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Context modeling; coupling
interaction; Couplings; Feature extraction; Image
retrieval; PROM; Prompt learning; RNA; semantic
transfer; Semantics; sketch-based image retrieval;
Training; Transformers; zero-shot learning",
}
@Article{Tang:2025:TEI,
author = "Jingwei Tang and Guodao Sun and Jiahui Chen and Gefei
Zhang and Qi Jiang and Yanbiao Li and Guangxing Zhang
and Jian Liu and Haixia Wang and Ronghua Liang",
title = "Towards Enhancing Inter-Domain Routing Security With
Visualization and Visual Analytics",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1508--1527",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3481899",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "anomaly detection; Big Data; border gateway protocol;
Border Gateway Protocol; Data visualization;
information visualization; Inter-domain routing;
Internet; Monitoring; Reviews; Routing; Security;
Surveys; Visual analytics; visual analytics",
}
@Article{Sattarov:2025:DRT,
author = "Otabek Sattarov and Jaeyoung Choi",
title = "Detection of Rumors and Their Sources in Social
Networks: a Comprehensive Survey",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1528--1547",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522801",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; algorithms; Big Data; detection; Fake news;
Heuristic algorithms; Metadata; Peer-to-peer computing;
Reliability; Rumor; rumor source; Social networking
(online); social networks; Surveys; Uncertainty",
}
@Article{Chen:2025:ARF,
author = "Chuan Chen and Tianchi Liao and Xiaojun Deng and Zihou
Wu and Sheng Huang and Zibin Zheng",
title = "Advances in Robust Federated Learning: a Survey With
Heterogeneity Considerations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1548--1567",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527202",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Data models; Data
privacy; Federated learning; heterogeneity; Internet of
Things; Privacy; privacy-preserving; Protection;
robust; Servers; survey; Surveys; Training",
}
@Article{Lin:2025:BDD,
author = "Hongyi Lin and Yang Liu and Liang Wang and Xiaobo Qu",
title = "Big Data-Driven Advancements and Future Directions in
Vehicle Perception Technologies: From Autonomous
Driving to Modular Buses",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "3",
pages = "1568--1587",
month = jun,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527208",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; autonomous driving; Autonomous modular bus
(AMB); Autonomous vehicles; Big Data; Cameras;
cooperative perception; Distance measurement; fusion
perception; in-transit docking; Laser radar; Meters;
Reviews; Roads; Three-dimensional displays",
}
@Article{Shang:2025:EHP,
author = "Shuo Shang and Qi Liu and Renhe Jiang and Ryosuke
Shibasaki and Panos Kalnis and Christian S. Jensen",
title = "Editorial High-Performance Recommender Systems Based
on Spatiotemporal Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1588--1588",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3451088",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Bi:2025:SLD,
author = "Xin Bi and Qinghan Jin and Meiling Song and Xin Yao
and Xiangguo Zhao and Ye Yuan and Guoren Wang",
title = "Spatiotemporal Learning With Decoupled Causal
Attention for Multivariate Time Series",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1589--1599",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3499312",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Causal learning; Cause effect analysis;
Correlation; Data mining; Faces; graph neural network;
Long short term memory; Mathematical models;
multivariate time series; Predictive models;
spatiotemporal learning; Spatiotemporal phenomena; Time
series analysis",
}
@Article{Ma:2025:MHM,
author = "Yuliang Ma and Yu Chen and Peng Wei and Ye Yuan and
Guoren Wang and Zhong-Zhong Jiang",
title = "Many Hands Make Light Work: Group Influence
Maximization in Evolving Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1600--1613",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3499345",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attenuation; behavior-based model; Big Data;
Collaboration; Convergence; evolving social networks;
Group influence maximization; Heuristic algorithms;
influence probability; Information diffusion;
Information science; Measurement; Social networking
(online); Synthetic data",
}
@Article{Ma:2025:WSW,
author = "Yuliang Ma and Zhong-Zhong Jiang and Mingyang Sun and
Ye Yuan and Guoren Wang",
title = "Where Shall We Go: Point-of-Interest Group
Recommendation With User Preference Embedding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1614--1627",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3499356",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aggregates; Attention mechanism; Attention mechanisms;
Big Data; Business; Collaborative filtering; Data
models; Deep learning; geo-social networks; POI group
recommendation; preference embedding; Recommender
systems; Social networking (online); Vectors",
}
@Article{Zhao:2025:THQ,
author = "Yihao Zhao and Chenhao Wang and Hongyu Wang and
Shunzhi Zhu and Lisi Chen",
title = "Toward High-Quality Spatiotemporal Recommendation:
Trajectory Recovery Based on Spatial and Temporal
Dependencies",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1628--1639",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3570071",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attention mechanisms; Data mining; History; human
mobility; Noise; Predictive models; recommendation
system; Recommender systems; Recurrent neural networks;
spatio-temporal dependencies; Spatiotemporal phenomena;
Training; Trajectory; Trajectory recovery",
}
@Article{Wang:2025:DNR,
author = "Ye Wang and Lihong Guo and Yang Yu and Yuan Gao",
title = "Denoising Neural Relation Extraction for
Spatio-Temporal Recommendation System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1640--1649",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3407594",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial training; Data models; distantly
supervised relation extraction; Noise; Recommender
systems; relation recommendation; Task analysis;
Training; Training data; Transfer learning",
}
@Article{Wu:2025:EBD,
author = "Desheng Dash Wu and David L. Olson",
title = "Editorial: Big Data Analytics in Complex Social
Information Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1650--1651",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3485316",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}
@Article{Wang:2025:CIP,
author = "Biao Wang and Zhao Li and Zenghui Xu and Ji Zhang",
title = "Casformer: Information Popularity Prediction With
Adaptive Cascade Sampling and Graph Transformer in
Social Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1652--1663",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524839",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Data mining; Encoding; Feature
extraction; Graph neural networks; graph transformer;
information cascade; Information diffusion; Long short
term memory; popularity prediction; Predictive models;
Social networks; Trajectory; Transformers",
}
@Article{Zhang:2025:GGG,
author = "Wenxin Zhang and Cuicui Luo",
title = "{GE-GNN}: Gated Edge-Augmented Graph Neural Network
for Fraud Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1664--1676",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3562486",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big data analytics; Feature extraction; Finance;
Fraud; fraud detection; graph neural network (GNN);
Graph neural networks; Image edge detection; Logic
gates; Logistics; Message passing; message passing
mechanism; Reviews; social network; Training",
}
@Article{Li:2025:TBH,
author = "Ren Li and Huazhong Liu and Xiaotong Zhou and Jiawei
Wang and Jihong Ding and Laurence T. Yang and Hua Li
and Yunfan Zhang",
title = "Tucker-Based High-Accuracy Multi-Modal Clustering for
Social Information Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1677--1691",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524830",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Clustering methods; Matrix
decomposition; multi-modal clustering; Noise; Noise
measurement; social information network; Social
networking (online); Symbols; Tensor; tensor distance;
Tensors; Tucker decomposition; tucker-based tensor
operation; Vectors",
}
@Article{Li:2025:MTT,
author = "Tun Li and Di Lei and Qian Li and Rong Wang and
Chaolong Jia and Yunpeng Xiao",
title = "A Marketing Topic Traceability Model Based on Domain
Preference and Heterogeneous Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1692--1706",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524831",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; domain preference;
Feature extraction; heterogeneous network;
Heterogeneous networks; Marketing topic traceability;
Measurement; multi-layer attention; Predictive models;
Representation learning; Semantics; Social networking
(online); Sparse matrices",
}
@Article{Yamashita:2025:RRI,
author = "Tsuyoshi Yamashita and Naoki Matsumoto and Kunitake
Kaneko",
title = "Reducing Re-Indexing for Top-$k$ Personalized
{PageRank} Computation on Dynamic Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1707--1719",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524833",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
https://www.math.utah.edu/pub/tex/bib/pagerank.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Complexity theory; Directed
graphs; Dynamic graph; Heuristic algorithms; Indexes;
Indexing; indexing; Monte Carlo methods; personalized
PageRank; random walk; Social networking (online); Time
complexity",
}
@Article{Peng:2025:CNB,
author = "Qingxi Peng and Zhenjie Weng and Wei Wang and Xinyi
Wang and Lan You",
title = "A Collaborative Network-Based Retrieval Model for Open
Source Domain Experts",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1720--1732",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524829",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; Collaboration;
Computational modeling; Data models; expert retrieval;
network representation learning algorithm OSC2vec; Open
source domain expert; open source domain expert
retrieval model OSDERM; Open source software;
Representation learning; Software development
management; Solid modeling; Three-dimensional displays;
Vectors",
}
@Article{Momin:2025:ISP,
author = "Khondhaker {Al Momin} and Arif Mohaimin Sadri and
Kristin Olofsson and K. K. Muraleetharan and Hugh
Gladwin",
title = "Information Switching Patterns of Risk Communication
in Social Media During Disasters",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1733--1744",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524828",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Analytical models; Blogs; Disaster
communication; disaster management; Disasters; Fake
news; information-switching; misinformation detection;
Network analyzers; Organizations; public sentiment;
Real-time systems; social media; Social networking
(online); Switches",
}
@Article{Qiao:2025:LLB,
author = "Shaojie Qiao and Yuhe Jiang and Nan Han and Wei Hua
and Yufeng Lin and Shengjie Min and Xindong Wu",
title = "{LBFL}: a Lightweight Blockchain-Based Federated
Learning Framework With Proof-of-Contribution Committee
Consensus",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1745--1759",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3481952",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Big data security and privacy;
blockchain; Blockchains; consensus mechanism; Consensus
protocol; Federated learning; federated learning;
Information technology; role-adaptive incentive
mechanism; Security; Software engineering; storage
scalability; Technological innovation; Training",
}
@Article{Miao:2025:BET,
author = "Gongxun Miao and Guohua Wu and Zhen Zhang and Yongjie
Tong and Bing Lu",
title = "Boosting Encrypted Traffic Classification Using
Feature-Enhanced Recurrent Neural Network With Angle
Constraint",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1760--1771",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3484674",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Angle constraint; Convolutional neural networks;
Cryptography; Data mining; encrypted traffic
classification; feature enhancement; Feature
extraction; Few shot learning; few-shot learning; LSTM;
Manuals; Quality of service; Recurrent neural networks;
Telecommunication traffic; Training",
}
@Article{Chen:2025:AAF,
author = "Qiyang Chen and Linlin You and Haohao Qu and Ahmed M.
Abdelmoniem and Chau Yuen",
title = "{AFML}: an Asynchronous Federated Meta-Learning
Mechanism for Charging Station Occupancy Prediction
With Biased and Isolated Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1772--1786",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3484651",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Asynchronous federated learning;
Big Data; charging station occupancy prediction;
Charging stations; Computational modeling; Data models;
Distributed databases; Federated learning; federated
meta-learning; intelligent transportation system;
Metalearning; Predictive models; Training",
}
@Article{Sang:2025:RSB,
author = "Jianghui Sang and Yongli Wang and Zaki Ahmad Khan and
Xiaoliang Zhou",
title = "Reward Shaping Based on Optimal-Policy-Free",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1787--1798",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489415",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Contrastive learning; Convolutional neural networks;
directed graph convolutional neural network; Directed
graphs; Hidden Markov models; Laplace equations; Markov
decision process; Message passing; Perturbation
methods; Probabilistic logic; Reinforcement learning;
reinforcement learning; reward shaping; Symbols;
Trajectory",
}
@Article{Zhu:2025:DRM,
author = "Xiaoqiang Zhu and Tie Qiu and Wenyu Qu and Xiaobo Zhou
and Tuo Shi and Tianyi Xu",
title = "Dynamic Radio Map Construction With Minimal Manual
Intervention: a State Space Model-Based Approach With
Imitation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1799--1812",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489425",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; CSI; Data models; Databases; Feature
extraction; fingerprint localization; Imitation
learning; imitation learning; Location awareness;
Machine learning algorithms; Manuals; Prediction
algorithms; radio map; Wireless fidelity",
}
@Article{Wang:2025:DDG,
author = "Jinlu Wang and Jipeng Guo and Yanfeng Sun and Junbin
Gao and Shaofan Wang and Yachao Yang and Baocai Yin",
title = "{DGNN}: Decoupled Graph Neural Networks With
Structural Consistency Between Attribute and Graph
Embedding Representations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1813--1827",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489420",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Complementary information; Convolution; Correlation;
decoupled embedding representation learning; graph
neural networks; Interference; Network topology;
Optimization; Representation learning; Semantics;
Smoothing methods; structural consistency; Sun;
Topology",
}
@Article{Bai:2025:ABC,
author = "Luyi Bai and Linshuo Xu and Lin Zhu",
title = "Attention-Based Complex Logical Query on Temporal
Knowledge Graph via Graph Neural Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1828--1839",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489421",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Attention mechanism; Big Data; Cognition;
complex logical query; Graph neural networks; graph
neural networks; Knowledge graphs; Logic; temporal
knowledge graphs; Time series analysis; Time-frequency
analysis; Training; Vectors",
}
@Article{Hussain:2025:BDA,
author = "Altaf Hussain and Tanveer Hussain and Waseem Ullah and
Samee Ullah Khan and Min Je Kim and Khan Muhammad and
Javier {Del Ser} and Sung Wook Baik",
title = "Big Data Analysis for Industrial Activity Recognition
Using Attention-Inspired Sequential Temporal
Convolution Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1840--1851",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489414",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "artificial intelligence; Big Data; Big Data analysis;
Big Data performance analyses; Computational modeling;
convolutional neural networks; Data mining; Data
models; deep learning; Feature extraction; Human
activity recognition; Industrial surveillance system;
Spatiotemporal phenomena; Streams; Surveillance;
Videos",
}
@Article{Yang:2025:SLD,
author = "Shuai Yang and Xin Li and Minzhi Wu and Qianlong Dang
and Lichuan Gu",
title = "Stable Learning via Dual Feature Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1852--1866",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489413",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Correlation; Data models; Decorrelation;
Distribution shift; Dogs; Feature extraction; feature
representation learning; feature selection; Predictive
models; Representation learning; Speech recognition;
stable learning; Training data",
}
@Article{Chang:2025:MGM,
author = "Xinglong Chang and Jianrong Wang and Mingxiang Wen and
Yingkui Wang and Yuxiao Huang",
title = "{M-Graphormer}: Multi-Channel Graph Transformer for
Node Representation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1867--1878",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489418",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Analytical models; Big Data;
Computational modeling; Encoding; Graph neural
networks; Graph transformer; homophily; Kernel; Laplace
equations; node classification; Representation
learning; Transformers",
}
@Article{Guan:2025:LLM,
author = "Faqian Guan and Tianqing Zhu and Hui Sun and Wanlei
Zhou and Philip S. Yu",
title = "Large Language Models for Link Stealing Attacks
Against Graph Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1879--1893",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3489427",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Data models; Data privacy; Feature
extraction; Graph neural networks; graph neural
networks; large language models; Large language models;
Link stealing attacks; Posterior probability; Privacy;
privacy attacks; Semantics; Vectors",
}
@Article{Wen:2025:MFG,
author = "Wenying Wen and Minghui Huang and Li Dong and Yushu
Zhang and Yuming Fang",
title = "Multiscale Feature-Guided Adversarial Examples Quality
Assessment via Hierarchical Perception of Human Visual
System",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1894--1906",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3495515",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "$L_{p}$ L p norms; adversarial examples; Big Data;
Databases; Distortion; Distortion measurement; Feature
extraction; HVS hierarchical perception; Image coding;
Image quality; multiscale feature; Perturbation
methods; Prediction algorithms; Robustness",
}
@Article{Wei:2025:RNC,
author = "Chixuan Wei and Jidong Yuan and Yi Zhang and Zhongyang
Yu and Yanze Liu and Haiyang Liu",
title = "Ranking Neighborhood and Class Prototype Contrastive
Learning for Time Series",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1907--1917",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3495509",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Contrastive
learning; Data augmentation; Forecasting; multivariate
time series; Prototypes; Representation learning;
representation learning; Semantics; Time series
analysis; Time-frequency analysis",
}
@Article{Zhou:2025:GVD,
author = "Zhiguang Zhou and Haoxuan Wang and Zhendong Yang and
Yuanyuan Chen and Xiaohui Chen and Ying Lai and Wei
Chen and Yuwei Meng",
title = "{GeoVoronoi}: a {Voronoi} Diagram Generation System
for Large-Scale Geographical Point Data via Spatial
Attribute Association",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1918--1931",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3495499",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data visualization; Distribution functions;
Geographical visualization; Geospatial analysis;
Graphical models; Image color analysis; Optimization;
sampling; Shape; spatial attribute association; Visual
perception; Visualization; Voronoi diagram",
}
@Article{Rizwan:2025:ERD,
author = "Muhammad Rizwan and Ammar Hawbani and Xingfu Wang and
Adeel Anjum and Pelin Angin and Yigit Sever and
Sanchuan Chen and Liang Zhao and Ahmed Al-Dubai",
title = "An Enhanced and Robust Data Publishing Scheme for
Private and Useful {1:M} Microdata",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1932--1944",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3495497",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "1:M microdata; Big Data; Computational modeling;
Correlation; Data models; Data privacy; electronic
health records; Information filtering; Information
integrity; Internet of Things; k-anonymity;
Mathematical models; Partitioning algorithms; Privacy;
privacy of data",
}
@Article{Ma:2025:PGL,
author = "Jiacheng Ma and Sheng Xiang and Qiang Li and Liangyu
Yuan and Dawei Cheng and Changjun Jiang",
title = "Parallel Graph Learning With Temporal Stamp Encoding
for Fraudulent Transactions Detections",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1945--1958",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3499338",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Continuos time dynamic graphs (CTDG); Data
models; Encoding; Feature extraction; Fraud; fraud
detection; graph neural network; History; Image edge
detection; Insurance; Monitoring; risk diffusion;
Vectors",
}
@Article{Zhou:2025:DMM,
author = "Wujie Zhou and Han Zhang and Weiwei Qiu",
title = "Differential Modal Multistage Adaptive Fusion Networks
via Knowledge Distillation for {RGB-D} Mirror
Segmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1959--1969",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3505057",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Contrastive learning; contrastive learning;
Decoding; Deep learning; Feature extraction; Image
segmentation; knowledge distillation; Knowledge
transfer; Mirror segmentation; Mirrors; multistage
fusion; Semantics; Training",
}
@Article{Cao:2025:PPL,
author = "Yuan Cao and Fanlei Meng and Xinzheng Shang and Jie
Gui and Yuan Yan Tang",
title = "A Privacy-Preserving Large-Scale Image Retrieval
Framework With Vision {GNN} Hashing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1970--1982",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3505052",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; blockchain; Blockchains; Cloud computing;
Codes; Cryptography; deep neural network; Encryption;
Feature extraction; hashing; Image retrieval; Privacy;
Privacy-preserving image retrieval; Servers",
}
@Article{Zhang:2025:GPL,
author = "Ke Zhang and Meng Li",
title = "Graph Prompt Learning Method for the Demand-Responsive
Transport Routing Problem",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1983--1993",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3512951",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Costs; Demand responsive transport;
Heuristic algorithms; Learning systems; Markov decision
process; prompt learning; reinforcement learning;
Routing; Search problems; Time factors; Training;
Transformers; Vehicle routing; vehicle routing
problem",
}
@Article{Wang:2025:TFD,
author = "Xinzhi Wang and Hang Yu and Jiayu Guo and Pengbo Li
and Xiangfeng Luo",
title = "Towards Fraud Detection via Fine-Grained
Classification of User Behavior",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "1994--2007",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3517313",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Adaptive learning; Data models; Deep
learning; Feature extraction; Finance; Fraud; fraud
detection; graph neural network; Graph neural networks;
Image edge detection; prototype learning; Prototypes;
Symbols",
}
@Article{Ma:2025:CAT,
author = "Delong Ma and Ye Yuan and Yanfeng Zhang and Chunze Cao
and Yuliang Ma",
title = "Cost-Aware Triangle Counting Over Geo-Distributed
Datacenters",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2008--2024",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522816",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Bandwidth; Costs; Downlink; Europe;
Geo-distributed datacenters; graph stream; Heuristic
algorithms; Image edge detection; Streams; triangle
counting; Uplink; wide area network; Wide area
networks",
}
@Article{Sun:2025:ONS,
author = "Jiajun Sun and Dianliang Wu",
title = "Online Non-Stationary Pricing Incentives for
Budget-Limited Crowdsensing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2025--2035",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522804",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Costs; Crowdsensing; hard-drop and soft-drop
weights; Mobile computing; non-stationary submodular
MCS; Online sequential pricing; Pricing; Recommender
systems; Sampling methods; Sensors; Stochastic
processes; Training",
}
@Article{Cui:2025:MGM,
author = "Shicheng Cui and Deqiang Li and Jing Zhang",
title = "{MC-GNN}: Multi-Channel Graph Neural Networks With
{Hilbert--Schmidt} Independence Criterion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2036--2045",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522817",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attention mechanism; Attention mechanisms; Big Data;
Feature extraction; Fuses; Graph neural networks; graph
neural networks; Hilbert--Schmidt independence
criterion; Message passing; multi-channel; Random
variables; Representation learning; Scalability;
Topology",
}
@Article{Xia:2025:ULL,
author = "Liqiao Xia and Junming Fan and Ajith Parlikad and Xiao
Huang and Pai Zheng",
title = "Unlocking Large Language Model Power in Industry:
Privacy-Preserving Collaborative Creation of Knowledge
Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2046--2060",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522814",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Collaboration; Data models; Federated
learning; graph embedding; industrial 4.0; Knowledge
engineering; knowledge graph; Knowledge graphs; large
language models; Mathematical models; Stakeholders;
Tail; Uncertainty",
}
@Article{Yang:2025:TDE,
author = "Liner Yang and Jiaxin Yuan and Cunliang Kong and
Jingsi Yu and Ruining Chong and Zhenghao Liu and Erhong
Yang",
title = "Tailored Definitions With Easy Reach:
Complexity-Controllable Definition Generation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2061--2071",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522805",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Annotations; Big Data; Chatbots; Complexity theory;
Controllable text generation; Costs; Decoding;
definition generation; Dictionaries; Semantics;
Standards; Training data; unsupervised style transfer",
}
@Article{Meng:2025:FMV,
author = "Hongdao Meng and Yongjian Deng and Qiyu Zhong and
Yipeng Wang and Zhen Yang and Gengyu Lyu",
title = "Federated Multi-View Multi-Label Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2072--2084",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3522812",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; commonality and specificity; Correlation;
Data models; Data privacy; Feature extraction;
federated learning; Federated learning; Hands; Machine
learning; Multi-view multi-label classification;
privacy-preserving; Semantics; Servers",
}
@Article{Chen:2025:NTG,
author = "Jinsong Chen and Chang Liu and Kaiyuan Gao and Gaichao
Li and Kun He",
title = "{NAGphormer+}: a Tokenized Graph Transformer With
Neighborhood Augmentation for Node Classification in
Large Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "4",
pages = "2085--2098",
month = aug,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524081",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aggregates; Benchmark testing; Big Data; Data
augmentation; data augmentation; Data models; Encoding;
Graph neural networks; Graph transformers; large
graphs; neighborhood; token; Training; Transformers;
Vectors",
}
@Article{Chu:2025:GES,
author = "Xiaowen Chu and Wei Wang and Cong Wang and Yang Liu
and Rongfei Zeng and Christopher G. Brinton",
title = "Guest Editorial Special Issue on Federated Learning
for Big Data Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2099--2101",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3417057",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Big Data applications; Data
privacy; Federated learning; General Data Protection
Regulation; Information security; Special issues and
sections; Statistical analysis",
}
@Article{Ma:2025:FDA,
author = "Qianpiao Ma and Jianchun Liu and Hongli Xu and Qingmin
Jia and Renchao Xie",
title = "{FRACTAL}: Data-Aware Clustering and Communication
Optimization for Decentralized Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2102--2118",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403381",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Clustering; Data models; decentralized federated
learning; Federated learning; Fractals; heterogeneity;
Network topology; non -IID; Peer-to-peer computing;
Servers; time-sharing scheduling; Topology",
}
@Article{Liu:2025:CFCa,
author = "Ye Liu and Shan Chang and Yiqi Liu",
title = "{Cepe-FL}: Communication-Efficient and
Privacy-Enhanced Federated Learning Via Adaptive
Compressive Sensing",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2119--2134",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403393",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Communication-efficient;
compressive sensing; Computational modeling;
Convergence; Data privacy; dictionary learning;
federated learning; membership inference attacks;
Quantization (signal); Servers; Training",
}
@Article{Shen:2025:MDA,
author = "Meng Shen and Jin Meng and Ke Xu and Shui Yu and
Liehuang Zhu",
title = "{MemDefense}: Defending Against Membership Inference
Attacks in {IoT}-Based Federated Learning via Pruning
Perturbations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2135--2147",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403388",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Closed box; Computational modeling; Data models;
Defense; federated learning; Glass box; Internet of
Things; IoT; membership inference attack; Predictive
models; Privacy; pruning perturbations",
}
@Article{Cui:2025:ABE,
author = "Laizhong Cui and Yinghao Li and Yipeng Zhou and
Youyang Qu and Jiangchuan Liu",
title = "Accelerating Blockchain-Enabled Federated Learning
With Clustered Clients",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2148--2161",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403390",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blockchain; Blockchains; cluster training
efficiency; Computational modeling; Convergence; Data
models; federated learning; Servers; Training",
}
@Article{Wang:2025:HPL,
author = "Fei Wang and Baochun Li",
title = "Harnessing the Power of Local Supervision in Federated
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2162--2173",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403383",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Data models; Federated
learning; Internet of Things; large models; locally
supervised learning; Neural networks; resource
-constrained IoT devices; Servers; split learning;
Training",
}
@Article{Wang:2025:HDC,
author = "Wenhua Wang and Quan Yang and Yuzhu Liang and Yang Xu
and Qin Liu and Tian Wang",
title = "Heterogeneous Device Collaboration Based Federated
Learning for Big Data Applications",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2174--2183",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3404104",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data applications;
Computational modeling; Costs; Data models; edge
collaboration; Federated learning; federated learning;
Servers; Training",
}
@Article{Fu:2025:PFL,
author = "Sen Fu and Zhengjie Yang and Chuang Hu and Wei Bao",
title = "Personalized Federated Learning With Contrastive
Momentum",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2184--2194",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403387",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Computational modeling; contrastive
learning; Convergence; Data models; edge computing;
Federated learning; momentum; Servers; Training",
}
@Article{Wang:2025:TFS,
author = "Zibo Wang and Yifei Zhu and Dan Wang and Zhu Han",
title = "Towards Fair and Scalable Trial Assignment in
Federated Bandits: a {Shapley} Value Approach",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2195--2209",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403369",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Best-arm identification; coalitional game; Costs;
Estimation; fairness; federated bandits; Federated
learning; federated learning; Games; Investment;
Portfolios; Task analysis; workload allocation",
}
@Article{He:2025:HSS,
author = "Yuanqin He and Yan Kang and Xinyuan Zhao and Jiahuan
Luo and Lixin Fan and Yuxing Han and Qiang Yang",
title = "A Hybrid Self-Supervised Learning Framework for
Vertical Federated Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2210--2223",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3403386",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data models; Data privacy; Deep neural network;
Federated learning; Privacy; privacy preservation;
Protection; Self-supervised learning; self-supervised
learning; Training; vertical federated learning",
}
@Article{Ouedraogo:2025:DTD,
author = "Ezekiel B. Ouedraogo and Ammar Hawbani and Xingfu Wang
and Zhi Liu and Liang Zhao and Mohammed A. A. Al-qaness
and Saeed Hamood Alsamhi",
title = "Digital Twin Data Management: a Comprehensive Review",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2224--2243",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533891",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological system modeling; data integration; data
management; Data models; data quality; data security;
Data visualization; data visualization; Digital twin;
Digital twins; Interoperability; Medical services;
Real-time systems; Reviews; Scalability; Smart cities",
}
@Article{Cai:2025:BEF,
author = "Zeju Cai and Jianguo Chen and Yuting Fan and Zibin
Zheng and Keqin Li",
title = "Blockchain-Empowered Federated Learning: Benefits,
Challenges, and Solutions",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2244--2263",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3541560",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blockchain-empowered federated learning
(FL); Blockchains; Consensus protocol; Data privacy;
distributed artificial intelligence; Federated
learning; Privacy; Security; security and privacy;
Servers; Surveys; Training",
}
@Article{Yuan:2025:FFF,
author = "Ziqiang Yuan and Kaiyuan Wang and Shoutai Zhu and Ye
Yuan and Jingya Zhou and Yanlin Zhu and Wenqi Wei",
title = "{FinLLMs}: a Framework for Financial Reasoning Dataset
Generation With Large Language Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2264--2277",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524083",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Annotations; Big Data; Biological system
modeling; Cognition; data generation; Data models;
Finance; Large language models; Manuals; Numerical
models; question answering; Training",
}
@Article{Majeed:2025:DCD,
author = "Abdul Majeed and Seong Oun Hwang",
title = "A Data-Centric $ \ell $-Diversity Model for Securely
Publishing Personal Data With Enhanced Utility",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2278--2295",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2024.3524832",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "$\ell$ \ell -diversity; Accuracy; anonymization;
Cancer; Computational modeling; Data models; Data
privacy; data publishing; data quality; generalization;
Information filtering; Information integrity;
Maintenance engineering; Personal data; privacy
disclosures; Publishing; Syntactics; utility",
}
@Article{Jin:2025:PFG,
author = "Zuodong Jin and Peng Qi and Muyan Yao and Dan Tao",
title = "Portraying Fine-Grained Tenant Portrait for Churn
Prediction Using Semi-Supervised Graph Convolution and
Attention Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2296--2307",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527200",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Churn; churn prediction;
Communications technology; Convolution; CrossMatch;
directed attention network; Feature extraction;
Integrated circuit modeling; Predictive models;
Privacy; Tenant portraits; Training",
}
@Article{Liu:2025:RCB,
author = "Yao Liu and Yongfei Zhang",
title = "Relational Clustering-Based Parallel Spaces
Construction and Embedding for Dynamic Knowledge
Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2308--2320",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527238",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Computational modeling; Data models; Dynamic
knowledge graph embedding; increment learning;
Knowledge graphs; parallel spaces; relational
clustering; Representation learning; Semantics; Solid
modeling; Tail; Tensors; Vectors",
}
@Article{Liu:2025:MVH,
author = "Huijie Liu and Shulan Ruan and Han Wu and Zhenya Huang
and Defu Lian and Qi Liu and Enhong Chen",
title = "Multi-View Heterogeneous {HyperGNN} for Heterophilic
Knowledge Combination Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2321--2337",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527216",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Codes; Data analysis;
Heterogeneous graph; heterophily; hypergraph neural
networks; Image color analysis; knowledge combination
prediction; Knowledge engineering; Lighting; Market
research; Patents; Technological innovation",
}
@Article{Cheng:2025:GTS,
author = "Yichuan Cheng and Darrick Lee and Harald Oberhauser
and Haoliang Li",
title = "Generalized Time Series Classification via Component
Decomposition and Alignment",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2338--2352",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527215",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; Computational modeling;
Data models; Domain generalization; Feature extraction;
Human activity recognition; Noise reduction; signal
decomposition; Signal resolution; Time series analysis;
time series classification; Training",
}
@Article{Yin:2025:ERB,
author = "Junwei Yin and Min Gao and Kai Shu and Zehua Zhao and
Yinqiu Huang and Jia Wang",
title = "Emulating Reader Behaviors for Fake News Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2353--2364",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3527230",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Detectors; Fake news; Fake news detection;
Feature extraction; information fusion; MIMICs;
multi-modal; multimedia; Noise; Refining; Semantics;
Social networking (online); Visualization",
}
@Article{Wang:2025:GGC,
author = "Jing Wang and Dehui Kong and Baocai Yin",
title = "{GCLNet}: Generalized Contrastive Learning for Weakly
Supervised Temporal Action Localization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2365--2375",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3528727",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "action localization; Big Data; category text;
Computational modeling; Context modeling; Contrastive
learning; cross-attention mechanism; Feature
extraction; Location awareness; modal consensus;
Semantics; Training; Videos; Visualization; Weak
supervision",
}
@Article{Chen:2025:ADM,
author = "Ao Chen and Xiren Zhou and Yizhan Fan and Huanhuan
Chen",
title = "Anomaly Detection in Multi-Level Model Space",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2376--2387",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3534625",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Anomaly detection; anomaly detection; Data models;
Feature extraction; Fitting; Heuristic algorithms;
Learning in the model space; Mathematical models;
multi-level model spaces; Real-time systems;
Time-frequency analysis; time-series data; Training;
Training data",
}
@Article{Lu:2025:SSG,
author = "Hongchun Lu and Songlin He and Xue Li and Min Han and
Chase Wu",
title = "{SRGTNet}: Subregion-Guided Transformer Hash Network
for Fine-Grained Image Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2388--2400",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533916",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "attention mechanism; Binary codes; Codes;
convolutional neural network; Data mining; Feature
extraction; Fine-grained image recognition;
Fine-grained image retrieval; hashing; Image retrieval;
Semantics; Training; Transformers; Vectors",
}
@Article{Anjiri:2025:MHA,
author = "Simon Nandwa Anjiri and Derui Ding and Yan Song and
Ying Sun",
title = "A Multiplex Hypergraph Attribute-Based Graph
Collaborative Filtering for Cold-Start {POI}
Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2401--2416",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533908",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; attribute-based graph collaborative
filtering; Biological system modeling; Collaboration;
Context modeling; Convolution; Data models; Frequency
division multiplexing; graph auto-encoder adversarial
networks; Graph neural networks; graph neural networks;
Multiplex hypergraphs; POI recommendation; Predictive
models; Training",
}
@Article{Zhang:2025:ETA,
author = "Sensen Zhang and Haibo Hong and Mande Xie",
title = "Enhancing the Transferability of Adversarial Examples
With Random Diversity Ensemble and Variance Reduction
Augmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2417--2430",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533892",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial examples; Big Data; black-box attacks;
Closed box; Data models; Ensemble learning; Glass box;
Iterative methods; Optimization; Perturbation methods;
Predictive models; random diversity ensemble; Training;
transferability; variance reduction augmentation",
}
@Article{Zhang:2025:DEM,
author = "Liang Zhang and Xingyu Wu and Yuhang Ma and Haibin
Kan",
title = "Data Exchange for the Metaverse With Accountable
Decentralized {TTPs} and Incentive Mechanisms",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2431--2442",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533924",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Blockchains; Data exchange; decentralized
TTPs; Hands; incentive mechanism; Internet of Things;
Metaverse; metaverse; Nickel; Prediction algorithms;
Protocols; Semantic Web; Smart contracts; verifiable
secret sharing",
}
@Article{Yu:2025:CCT,
author = "Yangwen Yu and Victor O. K. Li and Jacqueline C. K.
Lam and Kelvin Chan and Qi Zhang",
title = "{CTDI}: {CNN-Transformer}-Based Spatial-Temporal
Missing Air Pollution Data Imputation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2443--2456",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533882",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Air pollution; Atmospheric modeling; Convolutional
neural networks; data imputation; Data models; data
recovery; Deep learning; deep learning; Feature
extraction; Imputation; missing data; Monitoring;
spatial-temporal; Tensors; transformer; Transformers",
}
@Article{Xiang:2025:SLB,
author = "Sheng Xiang and Chenhao Xu and Dawei Cheng and Ying
Zhang",
title = "Scalable Learning-Based Community-Preserving Graph
Generation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2457--2470",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533898",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Complexity theory; Computational modeling;
Deep learning; generative adversarial network;
Generative adversarial networks; Generators; Graph
generation; graph neural network; Graphics processing
units; Scalability; Stochastic processes; Training",
}
@Article{Shang:2025:MDD,
author = "Lanyu Shang and Yang Zhang and Yawen Deng and Dong
Wang",
title = "{MultiTec}: a Data-Driven Multimodal Short Video
Detection Framework for Healthcare Misinformation on
{TikTok}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2471--2488",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533919",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "COVID-19; Fake news; Feature extraction; healthcare
misinformation; Medical services; Misinformation
detection; multimodal fusion; Semantics; short video;
Social networking (online); TikTok; Vaccines; Video on
demand; Visualization; Web sites",
}
@Article{Enkhsaikhan:2025:RCR,
author = "Bayaraa Enkhsaikhan and Ohyun Jo",
title = "Risk-Constrained Reinforcement Learning With Augmented
{Lagrangian} Multiplier for Portfolio Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2489--2502",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3533905",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Costs; Deep
learning; Investment; Markov decision process; Neural
networks; Optimization; Particle measurements;
Portfolio optimization; Portfolios; Resource
management; Risk-averse reinforcement learning",
}
@Article{Gu:2025:TAE,
author = "Hanlin Gu and Xinyuan Zhao and Gongxi Zhu and Yuxing
Han and Yan Kang and Lixin Fan and Qiang Yang",
title = "A Theoretical Analysis of Efficiency Constrained
Utility-Privacy Bi-Objective Optimization in Federated
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2503--2516",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3534622",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data models; Differential privacy; differential
privacy; Federated learning; Linear programming;
multi-objective optimization; Noise; Noise level;
Optimization; Pareto optimization; Privacy; Training;
Trustworthy federated learning",
}
@Article{Hu:2025:LSS,
author = "Jie Hu and Taichuan Zheng and Lilan Peng and Fei Teng
and Shengdong Du and Tianrui Li",
title = "{LightST}: a Simplifying Spatio-Temporal Graph Neural
Network for Traffic Flow Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2517--2528",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3544131",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Computational modeling;
Convolution; Convolutional neural networks; Data
mining; Forecasting; graph neural network; Graph neural
networks; multilayer perceptron; Predictive models;
Roads; spatio-temporal embedding; Time series analysis;
Traffic flow forecasting",
}
@Article{Xiao:2025:HOC,
author = "Jing Xiao and Yu-Cheng Zou and Xiao-Ke Xu",
title = "Higher-Order Community Detection by Motif-Based
Modularity Optimization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2529--2544",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3544129",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Clustering methods; Complex
networks; Detection algorithms; Higher-order community
detection; Image edge detection; Metaheuristics;
modularity optimization; nature-inspired computation;
network motif; Network motifs; Optimization;
Symbiosis",
}
@Article{Xia:2025:HDL,
author = "Yi Xia and Gang Zhou and Junyong Luo and Mingjing Lan
and Ningbo Huang",
title = "How to Decide Like Human? {A} Commonsense-Aware
Hierarchical Framework for Knowledge Graph Reasoning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2545--2556",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3544126",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Cognition; Commonsense knowledge;
Commonsense reasoning; Decision making; Knowledge
graphs; knowledge graphs; knowledge reasoning;
Reinforcement learning; reinforcement learning;
Semantics; Space exploration; Tail; Training",
}
@Article{Peng:2025:RSS,
author = "Siyuan Peng and Jingxing Yin and Zhijing Yang and
Feiping Nie and Badong Chen",
title = "Robust Semi-Supervised Deep Nonnegative Matrix
Factorization With Constraint Propagation for Data
Representation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2557--2571",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3547174",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "clustering; constraint propagation; correntropy; Data
mining; data representation; Data visualization; Deep
nonnegative matrix factorization; Feature extraction;
Hands; High dimensional data; Loss measurement; Matrix
decomposition; Noise measurement; Robustness; Vectors",
}
@Article{Dong:2025:CAS,
author = "Yukang Dong and Fanxing Pan and Yi Gui and Wenbin
Jiang and Yao Wan and Ran Zheng and Hai Jin",
title = "Comprehensive Architecture Search for Deep Graph
Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2572--2586",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552336",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aggregates; Bayes methods; Big Data; Deep graph neural
networks (GNNs); evolutionary algorithm; Evolutionary
computation; Graph neural networks; Neural architecture
search; neural architecture search (NAS); Optimization;
Reinforcement learning; residual connection; Search
problems; Space exploration",
}
@Article{Xu:2025:EAK,
author = "Lantian Xu and Rong-Hua Li and Dong Wen and Qiangqiang
Dai and Guoren Wang",
title = "Efficient Antagonistic $k$-Plex Enumeration in Signed
Graphs",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2587--2600",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552335",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "$k$ k -plex; antagonistic communities; Artificial
intelligence; Big Data; Color; Data mining; Image edge
detection; Optimization; Proteins; Signed graph; Social
networking (online); Symbols; Training",
}
@Article{Cia-Mina:2025:OSS,
author = "Alvaro Cia-Mina and Jesus Lopez-Fidalgo and Weng Kee
Wong",
title = "Optimal Subdata Selection for Prediction Based on the
Distribution of the Covariates",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2601--2614",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552343",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Covariance matrices; d-optimality; Data models;
Density functional theory; i-optimality; information
matrix; Optimal approximate designs; Optimization;
Predictive models; Probability density function;
Probability distribution; Reviews; streaming data;
subsampling; Training; Vectors; x-random",
}
@Article{Liu:2025:RLS,
author = "Hanpeng Liu and Shuoxi Zhang and Kun He",
title = "Residual Learning for Self-Knowledge Distillation:
Enhancing Neural Networks Through Consistency Across
Layers",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2615--2627",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552326",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Computational modeling; Costs;
Data mining; feature consistency; Feature extraction;
Knowledge distillation; Knowledge engineering; residual
learning; self-knowledge distillation; Training;
Translation; Visualization",
}
@Article{Mu:2025:NNN,
author = "Lin Mu and Yide Cheng and Jun Shen and Yiwen Zhang and
Hong Zhong",
title = "{NetPrompt}: Neural Network Prompting Enhances Event
Extraction in Large Language Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2628--2642",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552333",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Biological neural networks; Companies; Context
modeling; Data mining; Dictionaries; event extraction;
large language models; Large language models; Named
entity recognition; neural network; Neurons; Prompting;
Semantics; Training",
}
@Article{Zhang:2025:EWS,
author = "Miao Zhang and Jiawei Wang and Kui Xiao and Zhifang
Huang and Zhifei Li and Yan Zhang",
title = "Enhancing Weak Supervision for Concept Prerequisite
Relation Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2643--2656",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552330",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Attention mechanisms; Concept prerequisite relations;
Data models; encoder-decoder; Encyclopedias; Feature
extraction; graph neural networks; Internet; Knowledge
based systems; Manuals; Online services; Semantics;
Unsupervised learning; weakly supervised learning",
}
@Article{Li:2025:MMS,
author = "Li Li and Junjun Si and Jinna Lv and Junting Lu and
Jianyu Zhang and Shuaifu Dai",
title = "{MSST}: Multi-Scale Spatial-Temporal Representation
Learning for Trajectory Similarity Computation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2657--2668",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552340",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Contrastive learning;
contrastive learning; Measurement; Noise;
Representation learning; Roads; self-supervised
learning; Spatial resolution; spatial-temporal data;
Training; Trajectory; Trajectory representation
learning; trajectory similarity; Vectors",
}
@Article{Dai:2025:SGG,
author = "Qi Dai and Yu Gu and Xiaofeng Zhu and Xiaohua Li and
Fangfang Li and Ge Yu",
title = "Self-Guided Graph Refinement With Progressive Fusion
for Multiplex Graph Contrastive Representation
Learning",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2669--2680",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552331",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Aggregates; Contrastive learning; Data mining; Fuses;
multiplex graph; Multiplexing; Noise; Optimization;
Refining; representation learning; Representation
learning; Training",
}
@Article{Zhao:2025:MNM,
author = "Linna Zhao and Jianqiang Li and Li Li and Xi Xu",
title = "{MHT-Net}: a Matching-Based Hierarchical Transfer
Network for Glaucoma Detection From Fundus Images",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2681--2695",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552342",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial machine learning; Data models; Deep
learning; deep learning; Diseases; Feature extraction;
fundus image; Glaucoma; Glaucoma detection;
hierarchical feature extraction; Optical imaging;
Retina; Training; Transfer learning; transfer network",
}
@Article{Zhang:2025:MOG,
author = "Lei Zhang and Mingren Ke and Likang Wu and Wuji Zhang
and Zihao Chen and Hongke Zhao",
title = "Multi-Objective Graph Contrastive Learning for
Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2696--2709",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552341",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Collaborative filtering; collaborative
filtering; Contrastive learning; contrastive learning;
Diversity reception; Electronic mail; Graph
convolutional networks; Heavily-tailed distribution;
multi-objective recommendation; Recommendation systems;
Training; Transfer learning; User experience",
}
@Article{Su:2025:AGS,
author = "Yuming Su and Tinghuai Ma and Huan Rong and Mohamed
Magdy Abdel Wahab",
title = "Adaptive Graph Structure Learning Neural Rough
Differential Equations for Multivariate Time Series
Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2710--2723",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552334",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Adaptation models; Computational modeling;
Correlation; Data models; Forecasting; Graph neural
networks; Graph structure learning; Mathematical
models; multivariate time series forecasting; neural
ordinary differential equations; Predictive models;
Time series analysis",
}
@Article{Zhao:2025:ICP,
author = "Weidong Zhao and Xiaoyu Wang and Liqing Qiu",
title = "Incorporating Confused Phraseological Knowledge Based
on {Pinyin} Input Method for {Chinese} Spelling
Correction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2724--2735",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3552344",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
https://www.math.utah.edu/pub/tex/bib/spell.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "BERT; Chinese spelling correction; Context modeling;
Data mining; external knowledge; Feature extraction;
Keyboards; Knowledge based systems; Phonetics; pinyin
IME; Semantics; Shape; Training; Visualization",
}
@Article{Slika:2025:PIS,
author = "Bouthaina Slika and Fadi Dornaika and Fares Bougourzi
and Karim Hammoudi",
title = "{PViTGAtt-IP}: Severity Quantification of Lung
Infections in Chest {X}-Rays and {CT} Scans via
Parallel and Cross-Attended Encoders",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2736--2748",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3556612",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Automatic prediction; chest X-ray; Computed
tomography; Computer vision; COVID-19; CT scans; Deep
learning; Lungs; Medical diagnostic imaging; Pneumonia;
severity quantification; Training; Transformers; vision
transformer; X-ray imaging",
}
@Article{Hu:2025:SLS,
author = "Ling Hu and Tongqing Zhou and Zhihuang Liu and Fang
Liu and Zhiping Cai",
title = "Split Learning on Segmented Healthcare Data",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2749--2763",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3556639",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data models; Data privacy; data privacy; Diseases;
Distributed databases; distributed machine learning;
Federated learning; healthcare data; Hospitals; Medical
services; Privacy; Sequential data analysis; Servers;
split learning; Training",
}
@Article{Zhang:2025:RDH,
author = "Hanqi Zhang and Yandong Zheng and Chang Xu and
Liehuang Zhu and Jiayin Wang",
title = "Revocable {DSSE} in Healthcare Systems With Range
Query Support",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2764--2778",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3556636",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "backward privacy; Data privacy; Databases; DSSE;
Encryption; forward privacy; Heart rate; Indexes; key
update; keyword search; Medical services; Monitoring;
Privacy; Protocols; range query; Servers; user
revocation",
}
@Article{Xu:2025:NCC,
author = "Weihua Xu and Di Jiang",
title = "A Novel Concept-Cognitive Learning Model Oriented to
Three-Way Concept for Knowledge Acquisition",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2779--2791",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3556637",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Brain modeling; Computational
modeling; concept-cognitive learning; Context modeling;
Formal concept analysis; formal concept analysis;
granular computing; Granular computing; Knowledge
acquisition; Learning systems; Three-way concept;
Transforms",
}
@Article{Yun:2025:UDD,
author = "Unil Yun and Hanju Kim and Myungha Cho and Taewoong
Ryu and Seungwan Park and Doyoon Kim and Doyoung Kim
and Chanhee Lee and Witold Pedrycz",
title = "Utility-Driven Data Analytics Algorithm for
Transaction Modifications Using Pre-Large Concept With
Single Database Scan",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2792--2808",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3556615",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data analysis; Data mining; Data structures;
Databases; Dynamic databases; high utility patterns;
Performance evaluation; pre-large concept; Real-time
systems; Runtime; single database scan; Streams;
transaction modifications; Upper bound",
}
@Article{Guan:2025:TBN,
author = "Faqian Guan and Tianqing Zhu and Wanlei Zhou and
Philip S. Yu",
title = "Topology-Based Node-Level Membership Inference Attacks
on Graph Neural Networks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "5",
pages = "2809--2826",
month = oct,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3558855",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Analytical models; Data models; Graph neural networks;
Graph neural networks (GNNs); membership inference
attack; node-level privacy; Predictive models; privacy
preservation; Robustness; Social networking (online);
Topology; Training; Training data; Vectors",
}
@Article{Huang:2025:FFB,
author = "Jiande Huang and Yuhui Deng and Jianjun Li and Lijuan
Lu and Qifen Yang and Geyong Min",
title = "{FIFA}: a Forest-Based Sliding Window Aggregation
Scheme for Out-of-Order Data Streams",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2827--2840",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3558844",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Complexity theory; Data stream processing;
Forestry; Out of order; out-of-order data streams;
Real-time systems; sliding window; stream computing;
Streams; Throughput; Transforms; Vegetation; Windows",
}
@Article{Zhao:2025:CDR,
author = "Wanjing Zhao and Yunpeng Xiao and Chaolong Jia and Tun
Li and Rong Wang and Qian Li",
title = "A Cross-Domain Recommendation Model Integrating Users'
Long-Term and Short-Term Interests",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2841--2855",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3558836",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; adaptive aggregation; attention mechanisms;
Attention mechanisms; Big Data; Collaborative
filtering; Cross-domain recommendation; Electronic
commerce; Focusing; Graph convolutional networks; Logic
gates; long-term and short-term interests; Motion
pictures; Training",
}
@Article{Wang:2025:LCY,
author = "Mingjie Wang and Jianxiong Guo and Sirui Li and
Dingwen Xiao and Zhiqing Tang",
title = "Look Closer to Your Enemy: Learning to Attack via
Teacher-Student Mimicking",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2856--2869",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3558832",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Adversarial attack; Big Data; Data
models; GAN; Generators; Identification of persons;
image classification; memory module; Memory modules;
Prototypes; ReID; Robustness; Surveillance; Training",
}
@Article{Li:2025:PMS,
author = "Renjie Li and Son N. Tran and Saurabh Garg and
Katherine Lawler and Jane Alty and Quan Bai",
title = "Parallel Multi-Scale Deep Supervision Net for Hand Key
Point Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2870--2883",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566535",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Australia; Convolutional neural networks; Data mining;
Decoding; Deep learning; Deep supervision; Feature
extraction; hand key point detection; Hands;
multi-scale; Neuroscience; Propagation losses;
Visualization",
}
@Article{Liu:2025:CFCb,
author = "Changchun Liu and Lei Wang and Bowei Zhao and Mengmeng
Wei and Yang Li and Mianshuo Lu and Yu Wei and Sizhe
Liang",
title = "Collaborative Framework for {circRNA-Disease}
Associations Prediction Using Dual Variational Graph",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2884--2895",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566581",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "circRNA; circRNA-disease association; Collaboration;
Data mining; Diseases; Feature extraction; Matrix
decomposition; multi-heterogeneous graphs; Nearest
neighbor methods; random walk with restart; RNA;
Semantics; Splicing; Training; variational graph
auto-encoder",
}
@Article{Xu:2025:DGD,
author = "Mengfei Xu and Bowen Luo and Jianfeng Xu and Feng
Ding",
title = "Deep Global Distance Estimation Hashing for Image
Retrieval",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2896--2913",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566532",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Binary codes; Data mining; Deep hashing; Encoding;
Estimation; Feature extraction; global distance
estimation; Image retrieval; image retrieval;
list-wise; Manuals; Quantization (signal); Semantics;
Training",
}
@Article{Liang:2025:VFR,
author = "Jintao Liang and Sen Su and Zhenya Wang",
title = "Vertical Federated Representation Synthesis for
Non-Aligned Samples in the Active Party",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2914--2928",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566595",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Electronic commerce; Feature extraction;
Federated learning; Knowledge transfer; knowledge
transfer; Matrix decomposition; Predictive models;
Principal component analysis; Privacy; representation
extraction; representation synthesis; Training;
Vertical federated learning (VFL)",
}
@Article{Xian:2025:SRB,
author = "Xingping Xian and Tao Wu and Shaojie Qiao and Chao
Wang and Lin Yuan and Yanbing Liu",
title = "Self-Representation-Based Generative Graph Neural
Networks for End-to-End Link Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2929--2945",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566584",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Collaboration; Convolution; Data mining;
Feature extraction; generative graph neural networks;
graph neural networks; Graph neural networks; Link
Prediction; low-rank and sparse modeling;
Organizations; Predictive models; Seals;
Self-supervised learning; self-supervised learning",
}
@Article{Xiao:2025:GEM,
author = "Chunjing Xiao and Yao Tong and Jiahui Lu and Yuxia Xue
and Wenxin Tai and Zhangtao Cheng and Fan Zhou",
title = "Graph-Enhanced Multi-Scale Contrastive Learning for
Graph Anomaly Detection With Adaptive Diffusion
Models",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2946--2957",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566619",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Anomaly detection; Big Data;
Contrastive learning; contrastive learning; Diffusion
models; diffusion models; Force; Graph anomaly
detection; graph neural networks; Neural networks;
Noise reduction; Robustness; Training",
}
@Article{Zheng:2025:FAC,
author = "Xiaoyao Zheng and Haonan Li and Di Wu and Tianran Bu
and Peng Hu and Ji Zhang",
title = "Federated Average Clustering Learning Based on
Time-Asynchronous Similarity",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2958--2971",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566605",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Clustering algorithms; Communication
efficiency; Computational modeling; Convergence; Costs;
Data models; Distributed databases; federated
clustering algorithm; Federated learning; federated
learning; non-independent and identically; Servers;
Training",
}
@Article{Pang:2025:TPP,
author = "Ning Pang and Xiang Zhao and Weixin Zeng and Zhen Tan
and Weidong Xiao",
title = "Towards Privacy-Preserving Personalized Federated
Relation Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2972--2986",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566576",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Computational modeling; Data models; Differential
privacy; differential privacy; federated learning;
Federated learning; Heavily-tailed distribution;
heterogeneous texts; long-tail relations; Predictive
models; Privacy; Prototypes; Relation classification;
Servers; Training",
}
@Article{Khan:2025:UHF,
author = "Bilal Khan and Jia Wu and Jian Yang and Malik Khizar
Hayat and Shan Xue",
title = "A Unified Hypergraph Framework for Inter and
Intra-Session Dynamics in Session-Based Social
Recommendations",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "2987--3002",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566617",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Big Data; Couplings; Data models; graph
neural network; Graph neural networks; hypergraph;
linkage graph; recommendation; Recommender systems;
session embedding; Session-based social recommendation;
Social networking (online); Symbols; Training;
Vectors",
}
@Article{Althebeiti:2025:EVR,
author = "Hattan Althebeiti and Mohammed Alkinoon and Manar
Mohaisen and Saeed Salem and DaeHun Nyang and David
Mohaisen",
title = "Enhancing Vulnerability Reports With Automated and
Augmented Description Summarization",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3003--3015",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566618",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Computational modeling; Databases; Decoding;
Encoding; Measurement; national vulnerability database
(NVD); natural language processing summarization;
Pipelines; Security; Training; transformer;
Transformers; Vulnerability",
}
@Article{Fan:2025:DMA,
author = "Jin Fan and Fu Zhu and Wenchao Weng and Xinyi Zhang
and Hanyu Jiang and Hao Tian and Huifeng Wu",
title = "Dynamic Modeling and Analysis of Bi-Directional
Traffic Flows Through a Deep Spatio-Temporal Graph
Neural Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3016--3028",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3566578",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; attention network; Convolution;
Correlation; Data mining; Data models; deep neural
networks; Feature extraction; Forecasting; graph
convolutional network; Graph convolutional networks;
Predictive models; Roads; spatio-temporal model;
Traffic flow prediction",
}
@Article{Cuzzocrea:2025:DAF,
author = "Alfredo Cuzzocrea and Selim Soufargi",
title = "{AB-DOM}: an Algorithmic Framework for Supporting
Privacy-Preserving Big Data Publishing in Big Data
Lakes",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3029--3046",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3570081",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Big Data lakes; Cancer; Data analysis; Data
privacy; Immunotherapy; Information filtering;
Information integrity; Medical services; Precision
medicine; Privacy-preserving Big Data; Publishing",
}
@Article{Yu:2025:EAD,
author = "Zhiwen Yu and Siyong Huang and Kaixiang Yang and
Jianming Lv and C. L. Philip Chen",
title = "Ensemble Approaches for Dynamic Data Stream
Classification Under Label Scarcity",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3047--3060",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3570072",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Active learning; Adaptation models; Big
Data; Classification algorithms; Clustering algorithms;
Concept drift; concept drift; Data models; Ensemble
learning; one-class classification; online active
learning; scarcity of labels; Training",
}
@Article{Wang:2025:GCH,
author = "Yu Wang and Lei Sang and Yi Zhang and Yiwen Zhang and
Xindong Wu",
title = "Generative-Contrastive Heterogeneous Graph Neural
Network",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3061--3073",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3570082",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Autoencoders; Codes; Contrastive learning; contrastive
learning (CL); Data augmentation; Decoding; generative
learning; Graph neural networks; heterogeneous graph
neural networks; Mercury (metals); Mutual information;
Self-supervised learning (SSL); Semantics; Training",
}
@Article{Zhang:2025:SKE,
author = "Yuanxun Zhang and Xiyao Cheng and Roland Oruche and
Sai Swathi Sivarathri and Prasad Calyam",
title = "{ScholarFinder}: Knowledge Embedding Based
Recommendations Using a Deep Embedded Clustering
Model",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3074--3089",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3570035",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Autoencoders; clustering; Data
mining; deep learning; Deep learning; Embedding;
Feature extraction; Generative adversarial networks;
Probabilistic logic; recommendation system; Recommender
systems; Representation learning; representation
learning; Training",
}
@Article{Jia:2025:BDS,
author = "Chaolong Jia and Fu Jiang and Bingyu Huang and Zheyi
Kang and Rong Wang and Yunpeng Xiao",
title = "Bi-Directional Spatiotemporal Gated Graph
Convolutional Network for Traffic Speed Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3090--3102",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3576009",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adaptive feature fusion; attention mechanism;
Attention mechanisms; Correlation; Heuristic
algorithms; Natural language processing; Predictive
models; Roads; Semantics; spatial-temporal model;
Spatiotemporal phenomena; Speech recognition; Traffic
speed prediction; Trajectory",
}
@Article{Zhou:2025:ADE,
author = "Wujie Zhou and Yangzhen Li and Yuanyuan Liu",
title = "Asymmetric Dual-Encoder Network With Clustering and
Mutual Contrast Loss for the Semantic Segmentation of
Remote-Sensing Images",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3103--3115",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3575945",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; clustering; Clustering algorithms; Computer
architecture; convolutional neural network;
Convolutional neural networks; Data mining; Feature
extraction; Multimodal remote-sensing image; mutual
contrast loss; Remote sensing; Semantic segmentation;
Semantics; transformer; Transformers",
}
@Article{Wang:2025:ETC,
author = "Yihan Wang and Qi Song and Ling Zheng and Xiang-Yang
Li",
title = "Efficient and Tractable Conflict Detection in
Knowledge Graphs via Path Analysis",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3116--3129",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3575948",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Knowledge graph; Knowledge graphs; Learning
systems; Manuals; pattern; Representation learning;
ring; semantic conflict; Semantics; Structural rings;
Time complexity; Training; Vectors",
}
@Article{Yu:2025:UCW,
author = "Lei Yu and Ke Han",
title = "Using Construction Waste Hauling Trucks' {GPS} Data to
Classify Earthwork-Related Locations: a Chengdu Case
Study",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3130--3141",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3575940",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; classification; Data mining; Dust pollution;
earthwork locations; Environmentally friendly
manufacturing techniques; Feature extraction; feature
importance; Global Positioning System; Land surface;
machine learning; Machine learning; Pollution;
Trajectory; Urban areas",
}
@Article{Venkatasubba:2025:BBS,
author = "Karthik Venkatasubba and Saim Khan and Somesh Singh
and Harsha Vardhan Simhadri and Jyothi Vedurada",
title = "{BANG}: Billion-Scale Approximate Nearest Neighbour
Search Using a Single {GPU}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3142--3157",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3581085",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Approximate nearest neighbour search (ANNS);
approximate search; big data; Costs; GPU; graph and
tree search; Graphics processing units; Hardware;
Indexes; information retrieval; Kernel; Memory
management; Parallel processing; Sharding; Throughput;
vector similarity search; Vectors",
}
@Article{Yu:2025:DDB,
author = "Zhongyang Yu and Zhihai Wang and Jidong Yuan and
Huiting Pei and Yuxuan Fan and Shijiang Li",
title = "{DTWformer}: a {DTW-Based} Transformer for
Multivariate Time Series Forecasting",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3158--3169",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3581114",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; attention; Attention mechanisms;
Computational modeling; DTW; Forecasting; Market
research; multi-scale; Noise; Standards; time series;
Time series analysis; Training; Transformers",
}
@Article{Lin:2025:EEC,
author = "Longlong Lin and Yue He and Wei Chen and Pingpeng Yuan
and Rong-Hua Li and Tao Jia",
title = "Effective and Efficient Conductance-Based Community
Search at Billion Scale",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3170--3184",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588028",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "and $k$ k -core; Big Data; Clustering algorithms;
Community search; Computational efficiency; Computer
science; conductance; Data mining; Search problems;
Seminars; Symbols; Training; Vectors",
}
@Article{Yang:2025:MVS,
author = "Murong Yang and Shihui Ying and Xin-Jian Xu and Yue
Gao",
title = "Multi-View Spectral Clustering on the {Grassmannian}
Manifold With Hypergraph Representation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3185--3196",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588078",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Clustering algorithms; Electronic
mail; Grassmannian manifold; Hypergraph representation;
Laplace equations; Manifolds; multi-view learning;
Noise; Optimization; Sparse approximation; Sparse
matrices; spectral clustering; Transforms",
}
@Article{Wu:2025:DGC,
author = "Bin Wu and Xun Su and Long Chen and Jing Liang and
Yangdong Ye",
title = "Disentangled Graph Contrastive Learning for
Socially-Aware Next-Item Recommendation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3197--3211",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588077",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Attention mechanisms; Big
Data; Contrastive learning; contrastive learning; Data
mining; graph neural networks; Next-item
recommendation; Predictive models; social influence;
Training; Transformers; Translation; User preference",
}
@Article{An:2025:PMS,
author = "Chen An and Zibao Lu and Yuru Ma and Weiwei Zhao and
Xinyi Chen",
title = "Prediction of Multivariate Spatial-Temporal Series
Data Based on Adaptive Spatial-Temporal Information",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3212--3224",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588086",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Convolution; Convolutional neural networks;
Data models; gated time convolutional networks; graph
neural network; Graph neural networks; Monitoring;
Roads; Sensors; spatial-temporal embedding;
Spatial-temporal series data; Training; Vehicle
dynamics",
}
@Article{Huang:2025:EFD,
author = "Wei-Jian Huang and Li Huang and Tai-Xiang Jiang and
Yu-Bang Zheng and Guisong Liu",
title = "Efficient {FCTN} Decomposition With Structural
Sparsity for Noisy Tensor Completion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3225--3239",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588029",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Correlation; Data mining; Machine learning;
Matrix decomposition; Noise measurement; noisy tensor
completion (NTC); randomized block sampling; Signal
processing; Signal processing algorithms; structural
sparsity; Tensor decomposition; Tensors; Vectors",
}
@Article{Mahmud:2025:DNC,
author = "Mohammad Sultan Mahmud and Joshua Zhexue Huang and
Germ{\'a}n Gonz{\'a}lez-Almagro and Salvador
Garc{\'\i}a",
title = "Determination of the Number of Clusters in
High-Dimensional Data With Subspace Clusters",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3240--3254",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588027",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; ball fusion; Big Data;
cluster ensemble; Clustering algorithms; clustering
approximation; Clustering methods; Ensemble learning;
Estimation; High dimensional data; multiple sample
fusion; Noise; number of clusters; Partitioning
algorithms; Subspace clusters; Training",
}
@Article{Li:2025:GGT,
author = "Gaichao Li and Jinsong Chen and Kun He",
title = "{GTPool}: Graph Transformer Pooling With Diverse
Sampling",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3255--3267",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588080",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Artificial intelligence; Big Data; Computational
modeling; Data mining; diverse node sampling; Graph
pooling; graph transformer; hierarchical pooling; Image
color analysis; node dropping pooling; Representation
learning; Sampling methods; Training; Transformers;
Wheels",
}
@Article{Zhu:2025:ITI,
author = "Zijian Zhu and Xiao Yang and Hang Su and Shu Zhao and
Shibao Zheng",
title = "{ImAdv}: Transferable Implicit Adversarial Attack for
{3D} Object Detectors in Autonomous Driving",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3268--3281",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588083",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "3D adversarial attack; 3D object detection; Closed
box; Computational modeling; Data models; Detectors;
Image color analysis; Overfitting; physical attack;
Point cloud compression; Solid modeling; texture
modeling; Three-dimensional displays; Training",
}
@Article{Niu:2025:PCS,
author = "Guanglin Niu and Bo Li and Siling Feng",
title = "A Pluggable Common Sense-Enhanced Framework for
Knowledge Graph Completion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3282--3299",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3588081",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "common sense; Data models; entity concepts; Internet;
Knowledge graph completion (KGC); Knowledge graphs;
Large language models; negative sampling; Ontologies;
pluggable framework; Tensors; Training; Translation;
Uncertainty; Visualization",
}
@Article{Xiao:2025:NIC,
author = "Junhao Xiao and Yang Wei and Wendong Huang and Jingyu
Wang and Xiuli Bi and Xuezong Yang and Yanliang Zhang
and Bin Xiao",
title = "Neurocognitive Insights: Cognitive Comprehension
Attention in Multi-Organ Segmentation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3300--3313",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3593348",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Attention mechanism; Attention mechanisms;
Biological systems; cognitive comprehension driven;
Computational modeling; Deep learning; Image
segmentation; Learning systems; multi-organ
segmentation; neurocognitive science; Training;
Transformers; Visualization",
}
@Article{Li:2025:CIP,
author = "Ming Li and Wenwen Zhou and Tao Wang and Yushu Zhang
and Wenying Wen",
title = "A Comprehensive Image Protection Framework Based on
High-Capacity Adversarial Data Hiding",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3314--3329",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3593381",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "adversarial examples; Copyright protection; data
hiding; Data privacy; image protection; Perturbation
methods; Privacy; Protection; Security; Social network
platforms; Social networking (online); Training;
Usability; Watermarking",
}
@Article{Kumar:2025:RBC,
author = "Vishesh Kumar and Shivam Shukla and Akshay Agarwal",
title = "Robustness Benchmarking of Convolutional and
Transformer Architectures for Image Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3330--3341",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3593385",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Benchmark testing; Computer vision; convolution;
Corruption; Deep learning; Distortion; explainability;
Image classification; Image coding; Image quality;
Image resolution; robustness; Robustness; transformer;
Transformers",
}
@Article{Chen:2025:DED,
author = "Jiewei Chen and Da Wu and Shaoyong Guo and Feng Qi and
Xuesong Qiu",
title = "{DAG-EnseFL}: {DAG}-Based Asynchronous Federated
Learning With Ensemble Distillation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3342--3355",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594244",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; blockchain; Computer architecture; Consensus
protocol; Convergence; Data models; Directed acyclic
graph; directed acyclic graph (DAG); Distributed
ledger; ensemble distillation; Federated learning;
Security; Training",
}
@Article{Pang:2025:GBC,
author = "Yan Pang and Xiangfu Liu and Teng Huang and Yile Hong
and Jiahui Huang and Sisi Duan and Changyu Dong",
title = "Graph-Based Contract Sensing Framework for Smart
Contract Vulnerability Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3356--3368",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594303",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Attention mechanisms; Blockchains; Codes;
Feature extraction; Generators; graph learning;
Security; Semantics; Smart contract; Smart contracts;
Source coding; vulnerability detection",
}
@Article{Mukherjee:2025:PBU,
author = "Anindita Mukherjee and Jaya Sil and Abhimanyu Sahu and
Ananda S. Chowdhury",
title = "Patch Based Unsupervised Deep Learning for Retrieval
and Part Matching in Large Image Datasets",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3369--3382",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594237",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Autoencoders; Bipartite graph; bipartite graph;
Computational efficiency; Computational modeling; Deep
learning; Image retrieval; part matching; patch-based
model; Probabilistic logic; Training; Transformers;
unsupervised deep learning; Visualization",
}
@Article{Liu:2025:DBA,
author = "Sitong Liu and Zhichao Lian and Liang Xiao",
title = "Diffusion-Based Adversarial Purification With Feature
Distillation",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3383--3394",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594243",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adversarial purification; Computational modeling; Data
models; diffusion model; Diffusion models; feature
distillation; Feature extraction; Noise; Perturbation
methods; Predictive models; Purification; Robustness;
robustness; Training",
}
@Article{Farooq:2025:MHR,
author = "Hina Farooq and Muhammad Usman and Huanhuan Chen",
title = "{MinoRare}: Handling Rare Minority Instances in
Imbalanced and Drifting Data Streams Through Adaptive
Instance Weighting Scheme",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3395--3412",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594302",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Big Data; class imbalance; concept
drift; Concept drift; Costs; Data models; Data stream;
Ensemble learning; ensemble learning; Faces; Noise
measurement; rare instances; Training; Training data",
}
@Article{Xiao:2025:KAT,
author = "Zhiwen Xiao and Huanlai Xing and Rong Qu and Hui Li
and Huagang Tong and Shouxi Luo and Jing Song and Li
Feng and Qian Wan",
title = "Knowledge Aggregation Transformer Network for
Multivariate Time Series Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3413--3429",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594294",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Classification algorithms; Computational modeling;
Data mining; Data models; deep learning; Electronic
mail; feature aggregation; Feature extraction;
Heuristic algorithms; multivariate time series
classification (MTSC); Residual neural networks;
Semantics; Time series analysis; transformer;
Transformers",
}
@Article{Lin:2025:HEF,
author = "Mianfen Lin and Zhiwen Yu and Kaixiang Yang and C. L.
Philip Chen",
title = "Hybrid Ensemble Framework for Imbalanced Data Streams
With Concept Drift",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3430--3442",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594239",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Bagging; Big Data; class imbalance;
Computer science; Concept drift; concept drift; Data
models; data stream; Ensemble learning; online
learning; Real-time systems; Sampling methods;
Stability analysis; Training",
}
@Article{Yu:2025:FPE,
author = "Yangyang Yu and Haohang Li and Zhi Chen and Yuechen
Jiang and Yang Li and Jordan W. Suchow and Denghui
Zhang and Khaldoun Khashanah",
title = "{FinMem}: a Performance-Enhanced {LLM} Trading Agent
With Layered Memory and Character Design",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3443--3459",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3593370",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Data mining; Decision making; deep learning; Financial
AI; financial technology; Investment; Large language
models; large language models; Memory modules;
Prediction algorithms; Real-time systems; Reflection;
trading algorithms; Training; Tuning",
}
@Article{Zhong:2025:PLP,
author = "Zhijie Zhong and Zhiwen Yu and Yiyuan Yang and
Weizheng Wang and Kaixiang Yang and C. L. Philip Chen",
title = "{PatchAD}: a Lightweight Patch-Based {MLP}-Mixer for
Time Series Anomaly Detection",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3460--3473",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3596745",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Anomaly detection; Big Data; Contrastive learning;
data mining; Data models; Feature extraction;
lightweight; Measurement; Mixers; MLP; time series;
Time series analysis; Training; Transformers",
}
@Article{Situ:2025:DIP,
author = "Xiaotong Situ and Tong Liu and Heng Yao and Chuan Qin
and Xinpeng Zhang",
title = "Document-Image Perceptual Hashing for Content
Authentication",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3474--3487",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3596854",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/hash.bib;
https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Authentication; Data mining; Deep learning; document
image; Feature extraction; Forgery; Optical character
recognition; Perceptual image hashing; Semantics;
tampering detection; Transformers; two-branch network;
Vectors; Visualization",
}
@Article{Zhang:2025:ICC,
author = "Tao Zhang",
title = "Identifying Covert Channels in Blockchain: a Case
Study on {Bitcoin}, {Zcash}, {Monero} and {Ethereum}",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3488--3498",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594241",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Bitcoin; Blockchain; Blockchains; covert channel; Data
mining; Ethereum; Handwriting recognition; information
hiding; Monero; Privacy; Public key; Receivers;
Structural rings; Timing; Training; Zcash",
}
@Article{Liu:2025:CPA,
author = "Hanyang Liu and Yong Wang and Zhiqiang Zhang and
Jiangzhou Deng and Yongdong Wang",
title = "Comprehensive Privacy Analysis on Recommendation With
Causal Embedding Against Model Inversion Attacks",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3499--3512",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3594291",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Accuracy; Adaptation models; causal inference; Cause
effect analysis; Correlation; differential privacy;
Differential privacy; model inversion attack; Privacy;
Recommendation system; Recommender systems; Resistance;
Training; Vectors",
}
@Article{Zhong:2025:DDC,
author = "Ting Zhong and Wenxue Ye and Shichong Li and Yang Liu
and Zhangtao Cheng and Fan Zhou and Xueqin Chen",
title = "{DucDiff}: Dual-Consistent Diffusion for
Uncertainty-Aware Information Diffusion Prediction",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3513--3526",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3598713",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "cross-distillation; diffusion model; Diffusion models;
Diffusion processes; dual-consistent; Information
diffusion; Information diffusion prediction; Noise
reduction; Predictive models; Symbols; Training;
Trajectory; Uncertainty; Vectors",
}
@Article{Paki:2025:PTT,
author = "Reza Paki and Hossein Abbasimehr",
title = "{PB-TABL}: Task Incremental Learning Strategy via
Applying Piggyback Architecture on Temporal
Attention-Augmented Bilinear Networks for Financial
Time-Series Classification",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3527--3538",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3598730",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Adaptation models; Biological system modeling;
Computational modeling; Computer architecture; Data
models; financial time series classification;
Forecasting; limit order book; Long short term memory;
piggyback; Predictive models; Task incremental
learning; Time series analysis; Training",
}
@Article{Zhao:2025:MME,
author = "Lan Zhao and Boyue Wang and Junbin Gao and Xiaoyan Li
and Yongli Hu and Baocai Yin",
title = "Multi-Modal Entity in One Word: Aligning Multi-Level
Semantics for Multi-Modal Knowledge Graph Completion",
journal = j-IEEE-TRANS-BIG-DATA,
volume = "11",
number = "6",
pages = "3539--3552",
month = dec,
year = "2025",
DOI = "https://doi.org/10.1109/TBDATA.2025.3600014",
ISSN = "2332-7790",
ISSN-L = "2332-7790",
bibdate = "Tue Dec 23 08:31:10 2025",
bibsource = "https://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
fjournal = "IEEE Transactions on Big Data",
journal-URL = "https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
keywords = "Big Data; Data mining; Feature extraction; Image
filtering; Information filters; knowledge graph
completion; Knowledge graphs; multi-modal feature
fusion; Multi-modal knowledge graph completion;
multi-modal semantic alignment; Semantics; Training;
Translation; Visualization",
}
