Valid HTML 4.0! Valid CSS!
%%% -*-BibTeX-*-
%%% ====================================================================
%%%  BibTeX-file{
%%%     author          = "Nelson H. F. Beebe",
%%%     version         = "1.08",
%%%     date            = "07 April 2022",
%%%     time            = "15:58:38 MDT",
%%%     filename        = "ieeetransbigdata.bib",
%%%     address         = "University of Utah
%%%                        Department of Mathematics, 110 LCB
%%%                        155 S 1400 E RM 233
%%%                        Salt Lake City, UT 84112-0090
%%%                        USA",
%%%     telephone       = "+1 801 581 5254",
%%%     FAX             = "+1 801 581 4148",
%%%     URL             = "http://www.math.utah.edu/~beebe",
%%%     checksum        = "44575 9823 39299 416992",
%%%     email           = "beebe at math.utah.edu, beebe at acm.org,
%%%                        beebe at computer.org (Internet)",
%%%     codetable       = "ISO/ASCII",
%%%     keywords        = "bibliography; BibTeX; IEEE Transactions on
%%%                        Big Data",
%%%     license         = "public domain",
%%%     supported       = "yes",
%%%     docstring       = "This is a COMPLETE bibliography of the
%%%                        journal IEEE Transactions on Big Data (CODEN
%%%                        none, ISSN 2332-7790) which began publishing
%%%                        with volume 1, number 1, in March 2015.  The
%%%                        journal appears quarterly.
%%%
%%%                        The journal has Web sites at
%%%
%%%                            http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317
%%%                            http://www.computer.org/csdl/trans/bd/index.html
%%%
%%%                        At version 1.08, the COMPLETE year coverage
%%%                        looked like this:
%%%
%%%                             2015 (  18)    2018 (  51)    2021 (  81)
%%%                             2016 (  31)    2019 (  50)    2022 (  44)
%%%                             2017 (  41)    2020 (  69)
%%%
%%%                             Article:        385
%%%
%%%                             Total entries:  385
%%%
%%%                        Data for this bibliography have been derived
%%%                        mainly from the journal Web site, with
%%%                        possible contributions from the BibNet
%%%                        Project and TeX User Group bibliography
%%%                        archives.
%%%
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%%%                        checksum as the first value, followed by the
%%%                        equivalent of the standard UNIX wc (word
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%%%                        characters.  This is produced by Robert
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%%% ====================================================================
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%%% ====================================================================
%%% Acknowledgement abbreviations:
@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|http://www.math.utah.edu/~beebe/|"}

%%% ====================================================================
%%% Journal abbreviations:
@String{j-IEEE-TRANS-BIG-DATA   = "IEEE Transactions on Big Data"}

%%% ====================================================================
%%% Bibliography entries, in publication order:
@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",
  month =        mar,
  year =         "2015",
  CODEN =        "????",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Tue May 31 17:01:46 MDT 2016",
  bibsource =    "http://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 =    "http://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",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  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 =    "http://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",
  month =        mar,
  year =         "2015",
  CODEN =        "????",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Tue May 31 17:01:46 MDT 2016",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  URL =          "http://www.computer.org/csdl/trans/bd/2015/01/07152999.pdf",
  acknowledgement = ack-nhfb,
  fjournal =     "IEEE Transactions on Big Data",
  journal-URL =  "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}

@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",
  month =        mar,
  year =         "2015",
  CODEN =        "????",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Tue May 31 17:01:46 MDT 2016",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  URL =          "http://www.computer.org/csdl/trans/bd/2015/01/07153000.pdf",
  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 =    "http://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 =    "http://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 =    "http://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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://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 =    "http://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 =    "http://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 =    "http://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 =    "http://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 =    "http://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",
  month =        dec,
  year =         "2015",
  CODEN =        "????",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Tue May 31 17:01:47 MDT 2016",
  bibsource =    "http://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 =    "http://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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://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 =    "http://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 =    "http://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 =    "http://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",
  month =        mar,
  year =         "2016",
  CODEN =        "????",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Tue May 31 17:01:47 MDT 2016",
  bibsource =    "http://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 =    "http://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 =    "http://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 =    "http://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 =    "http://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 =    "http://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{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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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: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 =        "??--??",
  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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
                 http://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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2010.bib;
                 http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib;
                 http://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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Thu May 27 16:00:41 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/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: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",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Thu May 27 16:00:41 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  acknowledgement = ack-nhfb,
  fjournal =     "IEEE Transactions on Big Data",
  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",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Thu May 27 16:00:41 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  acknowledgement = ack-nhfb,
  fjournal =     "IEEE Transactions on Big Data",
  journal-URL =  "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}

@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",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Thu May 27 16:00:41 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  acknowledgement = ack-nhfb,
  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",
  ISSN =         "2332-7790",
  ISSN-L =       "2332-7790",
  bibdate =      "Thu May 27 16:00:41 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  acknowledgement = ack-nhfb,
  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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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: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",
  bibsource =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  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",
  bibdate =      "Sat Jul 10 08:31:17 2021",
  bibsource =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/cryptography2020.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/hash.bib;
                 http://www.math.utah.edu/pub/tex/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 =    "http://www.math.utah.edu/pub/tex/bib/ieeetransbigdata.bib",
  acknowledgement = ack-nhfb,
  fjournal =     "IEEE Transactions on Big Data",
  journal-URL =  "http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6687317",
}

%%% [07-Apr-2022] Remember to add missing month data!