@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",
}
