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@article{DBLP:journals/tbd/AntarisR18,
author = {Stefanos Antaris and
Dimitrios Rafailidis},
title = {In-Memory Stream Indexing of Massive and Fast Incoming Multimedia
Content},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {40--54},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2697441},
doi = {10.1109/TBDATA.2017.2697441},
timestamp = {Wed, 11 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/AntarisR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ChenW18,
author = {Jinjun Chen and
Honggang Wang},
title = {Guest Editorial: Big Data Infrastructure {I}},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {148--149},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2018.2839919},
doi = {10.1109/TBDATA.2018.2839919},
timestamp = {Sun, 30 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ChenW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ChenW18a,
author = {Jinjun Chen and
Honggang Wang},
title = {Guest Editorial: Big Data Infrastructure {II}},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {299--300},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2018.2855558},
doi = {10.1109/TBDATA.2018.2855558},
timestamp = {Fri, 26 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ChenW18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ChenXTKKW18,
author = {Zhenhua Chen and
Jielong Xu and
Jian Tang and
Kevin A. Kwiat and
Charles A. Kamhoua and
Chonggang Wang},
title = {GPU-Accelerated High-Throughput Online Stream Data Processing},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {191--202},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2616116},
doi = {10.1109/TBDATA.2016.2616116},
timestamp = {Wed, 22 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ChenXTKKW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/CheungSW18,
author = {Ming Cheung and
James She and
Ning Wang},
title = {Characterizing User Connections in Social Media through User-Shared
Images},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {447--458},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2762719},
doi = {10.1109/TBDATA.2017.2762719},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/CheungSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ChuQHLL18,
author = {Lei Chu and
Robert C. Qiu and
Xing He and
Zenan Ling and
Yadong Liu},
title = {Massive Streaming {PMU} Data Modelling and Analytics in Smart Grid
State Evaluation based on Multiple High-Dimensional Covariance Test},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {55--64},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2715165},
doi = {10.1109/TBDATA.2017.2715165},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ChuQHLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/CongLFZYL18,
author = {Yang Cong and
Ji Liu and
Baojie Fan and
Peng Zeng and
Haibin Yu and
Jiebo Luo},
title = {Online Similarity Learning for Big Data with Overfitting},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {78--89},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2688360},
doi = {10.1109/TBDATA.2017.2688360},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/CongLFZYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/CuiSLRZC18,
author = {Yong Cui and
Jian Song and
Minming Li and
Qingmei Ren and
Yangjun Zhang and
Xuejun Cai},
title = {SDN-Based Big Data Caching in {ISP} Networks},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {356--367},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2651901},
doi = {10.1109/TBDATA.2017.2651901},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/CuiSLRZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/DaiQWQ18,
author = {Wenyun Dai and
Longfei Qiu and
Ana Wu and
Meikang Qiu},
title = {Cloud Infrastructure Resource Allocation for Big Data Applications},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {313--324},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2597149},
doi = {10.1109/TBDATA.2016.2597149},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/DaiQWQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/DongH18,
author = {Dapeng Dong and
John Herbert},
title = {Content-Aware Partial Compression for Textual Big Data Analysis in
Hadoop},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {459--472},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2721431},
doi = {10.1109/TBDATA.2017.2721431},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/DongH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/FangZ18,
author = {Hua Fang and
Zhaoyang Zhang},
title = {An Enhanced Visualization Method to Aid Behavioral Trajectory Pattern
Recognition Infrastructure for Big Longitudinal Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {289--298},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2653815},
doi = {10.1109/TBDATA.2017.2653815},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/FangZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/FrancescoMD18,
author = {Paolo Di Francesco and
Francesco Malandrino and
Luiz A. DaSilva},
title = {Assembling and Using a Cellular Dataset for Mobile Network Analysis
and Planning},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {614--620},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2734100},
doi = {10.1109/TBDATA.2017.2734100},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/FrancescoMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/HuLCYWB18,
author = {Chunqiang Hu and
Wei Li and
Xiuzhen Cheng and
Jiguo Yu and
Shengling Wang and
Rongfang Bie},
title = {A Secure and Verifiable Access Control Scheme for Big Data Storage
in Clouds},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {341--355},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2621106},
doi = {10.1109/TBDATA.2016.2621106},
timestamp = {Thu, 10 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/HuLCYWB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/HuangH18,
author = {Xiaodi Huang and
Changqin Huang},
title = {{NGD:} Filtering Graphs for Visual Analysis},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {381--395},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2555319},
doi = {10.1109/TBDATA.2016.2555319},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/HuangH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/IscenFGRJ18,
author = {Ahmet Iscen and
Teddy Furon and
Vincent Gripon and
Michael G. Rabbat and
Herv{\'{e}} J{\'{e}}gou},
title = {Memory Vectors for Similarity Search in High-Dimensional Spaces},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {65--77},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2677964},
doi = {10.1109/TBDATA.2017.2677964},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/IscenFGRJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/JiangHT18,
author = {Yuxuan Jiang and
Zhe Huang and
Danny H. K. Tsang},
title = {Towards Max-Min Fair Resource Allocation for Stream Big Data Analytics
in Shared Clouds},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {130--137},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2638860},
doi = {10.1109/TBDATA.2016.2638860},
timestamp = {Sat, 28 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/JiangHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/KralevskaGJO18,
author = {Katina Kralevska and
Danilo Gligoroski and
Rune Erlend Jensen and
Harald {\O}verby},
title = {HashTag Erasure Codes: From Theory to Practice},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {516--529},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2749255},
doi = {10.1109/TBDATA.2017.2749255},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/KralevskaGJO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/KuangJCLY18,
author = {Kun Kuang and
Meng Jiang and
Peng Cui and
Hengliang Luo and
Shiqiang Yang},
title = {Effective Promotional Strategies Selection in Social Media: {A} Data-Driven
Approach},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {487--501},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2734102},
doi = {10.1109/TBDATA.2017.2734102},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/KuangJCLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LeeWH18,
author = {Po{-}Shen Lee and
Jevin D. West and
Bill Howe},
title = {Viziometrics: Analyzing Visual Information in the Scientific Literature},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {117--129},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2689038},
doi = {10.1109/TBDATA.2017.2689038},
timestamp = {Wed, 11 Apr 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/LeeWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiBLWGZ18,
author = {Yuhong Li and
Jie Bao and
Yanhua Li and
Yingcai Wu and
Zhiguo Gong and
Yu Zheng},
title = {Mining the Most Influential k-Location Set from Massive Trajectories},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {556--570},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2717978},
doi = {10.1109/TBDATA.2017.2717978},
timestamp = {Fri, 04 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiBLWGZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiCS18,
author = {Zhuozhao Li and
Harrison Chandler and
Haiying Shen},
title = {Analysis of Knowledge Sharing Activities on a Social Network Incorporated
Discussion Forum: {A} Case Study of DISboards},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {432--446},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2749307},
doi = {10.1109/TBDATA.2017.2749307},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LinS18,
author = {Yuhua Lin and
Haiying Shen},
title = {SmartQ: {A} Question and Answer System for Supplying High-Quality
and Trustworthy Answers},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {600--613},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2735442},
doi = {10.1109/TBDATA.2017.2735442},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LinS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiuLYLDBK18,
author = {Huazhong Liu and
Baoshun Liu and
Laurence T. Yang and
Man Lin and
Yuhui Deng and
Kashif Bilal and
Samee U. Khan},
title = {Thermal-Aware and DVFS-Enabled Big Data Task Scheduling for Data Centers},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {177--190},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2763612},
doi = {10.1109/TBDATA.2017.2763612},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiuLYLDBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiuS18,
author = {Yuhang Liu and
Xian{-}He Sun},
title = {CaL: Extending Data Locality to Consider Concurrency for Performance
Optimization},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {273--288},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2753825},
doi = {10.1109/TBDATA.2017.2753825},
timestamp = {Sun, 26 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiuS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiuW18,
author = {Xiao{-}Yang Liu and
Xiaodong Wang},
title = {LS-Decomposition for Robust Recovery of Sensory Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {542--555},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2763170},
doi = {10.1109/TBDATA.2017.2763170},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiuW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/NiuHL18,
author = {Zhaojie Niu and
Bingsheng He and
Fangming Liu},
title = {JouleMR: Towards Cost-Effective and Green-Aware Data Processing Frameworks},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {258--272},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2655037},
doi = {10.1109/TBDATA.2017.2655037},
timestamp = {Tue, 10 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/NiuHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/QiXZDHZY18,
author = {Lianyong Qi and
Xiaolong Xu and
Xuyun Zhang and
Wanchun Dou and
Chunhua Hu and
Yuming Zhou and
Jiguo Yu},
title = {Structural Balance Theory-Based E-Commerce Recommendation over Big
Rating Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {301--312},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2602849},
doi = {10.1109/TBDATA.2016.2602849},
timestamp = {Fri, 19 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/QiXZDHZY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/SalinasLCLL18,
author = {Sergio Salinas and
Changqing Luo and
Xuhui Chen and
Weixian Liao and
Pan Li},
title = {Efficient Secure Outsourcing of Large-Scale Sparse Linear Systems
of Equations},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {26--39},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2679760},
doi = {10.1109/TBDATA.2017.2679760},
timestamp = {Sat, 11 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/SalinasLCLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/SellamiD18,
author = {Rami Sellami and
Bruno Defude},
title = {Complex Queries Optimization and Evaluation over Relational and NoSQL
Data Stores in Cloud Environments},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {217--230},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2719054},
doi = {10.1109/TBDATA.2017.2719054},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/SellamiD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ShaoCW18,
author = {Zhenfeng Shao and
Jiajun Cai and
Zhongyuan Wang},
title = {Smart Monitoring Cameras Driven Intelligent Processing to Big Surveillance
Video Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {105--116},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2715815},
doi = {10.1109/TBDATA.2017.2715815},
timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ShaoCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ShiZYZHWC18,
author = {Weiwei Shi and
Yongxin Zhu and
Philip S. Yu and
Jiawei Zhang and
Tian Huang and
Chang Wang and
Yufeng Chen},
title = {Effective Prediction of Missing Data on Apache Spark over Multivariable
Time Series},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {473--486},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2719703},
doi = {10.1109/TBDATA.2017.2719703},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ShiZYZHWC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ShuaiYSYC18,
author = {Hong{-}Han Shuai and
De{-}Nian Yang and
Chih{-}Ya Shen and
Philip S. Yu and
Ming{-}Syan Chen},
title = {QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {90--104},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2715847},
doi = {10.1109/TBDATA.2017.2715847},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ShuaiYSYC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/SunWTX18,
author = {Peng Sun and
Yonggang Wen and
Duong Nguyen Binh Ta and
Haiyong Xie},
title = {MetaFlow: {A} Scalable Metadata Lookup Service for Distributed File
Systems in Data Centers},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {203--216},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2612241},
doi = {10.1109/TBDATA.2016.2612241},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/SunWTX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WanHT18,
author = {Zhiqiang Wan and
Haibo He and
Bo Tang},
title = {A Generative Model for Sparse Hyperparameter Determination},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {2--10},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2689790},
doi = {10.1109/TBDATA.2017.2689790},
timestamp = {Sun, 23 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WanHT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangJWYL18,
author = {Bo Wang and
Jinlei Jiang and
Yongwei Wu and
Guangwen Yang and
Keqin Li},
title = {Accelerating MapReduce on Commodity Clusters: An SSD-Empowered Approach},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {396--407},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2599933},
doi = {10.1109/TBDATA.2016.2599933},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WangJWYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangSWCJ18,
author = {Yongzhi Wang and
Yulong Shen and
Hua Wang and
Jinli Cao and
Xiaohong Jiang},
title = {MtMR: Ensuring MapReduce Computation Integrity with Merkle Tree-Based
Verifications},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {418--431},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2599928},
doi = {10.1109/TBDATA.2016.2599928},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WangSWCJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangYLD18,
author = {Xiaokang Wang and
Laurence T. Yang and
Huazhong Liu and
M. Jamal Deen},
title = {A Big Data-as-a-Service Framework: State-of-the-Art and Perspectives},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {325--340},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2757942},
doi = {10.1109/TBDATA.2017.2757942},
timestamp = {Fri, 13 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WangYLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WangZYWWH18,
author = {Jun Wang and
Xuhong Zhang and
Jiangling Yin and
Ruijun Wang and
Huafeng Wu and
Dezhi Han},
title = {Speed Up Big Data Analytics by Unveiling the Storage Distribution
of Sub-Datasets},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {231--244},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2632744},
doi = {10.1109/TBDATA.2016.2632744},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WangZYWWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WinTM18,
author = {Thu Yein Win and
Huaglory Tianfield and
Quentin Mair},
title = {Big Data Based Security Analytics for Protecting Virtualized Infrastructures
in Cloud Computing},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {11--25},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2715335},
doi = {10.1109/TBDATA.2017.2715335},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WinTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WuODLW18,
author = {Jun Wu and
Kaoru Ota and
Mianxiong Dong and
Jianhua Li and
Hongkai Wang},
title = {Big Data Analysis-Based Security Situational Awareness for Smart Grid},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {408--417},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2616146},
doi = {10.1109/TBDATA.2016.2616146},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WuODLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WuZLS18,
author = {Dongyao Wu and
Liming Zhu and
Qinghua Lu and
Sherif Sakr},
title = {{HDM:} {A} Composable Framework for Big Data Processing},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {150--163},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2690906},
doi = {10.1109/TBDATA.2017.2690906},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/WuZLS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/WuZLS18a,
author = {Jian{-}Sheng Wu and
Wei{-}Shi Zheng and
Jian{-}Huang Lai and
Ching Y. Suen},
title = {Euler Clustering on Large-Scale Dataset},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {502--515},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2742530},
doi = {10.1109/TBDATA.2017.2742530},
timestamp = {Thu, 12 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/WuZLS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XuLLCSYMH18,
author = {Zheng Xu and
Xiangfeng Luo and
Yunhuai Liu and
Kim{-}Kwang Raymond Choo and
Vijayan Sugumaran and
Neil Y. Yen and
Lin Mei and
Chuanping Hu},
title = {From Latency, Through Outbreak, to Decline: Detecting Different States
of Emergency Events Using Web Resources},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {245--257},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2599935},
doi = {10.1109/TBDATA.2016.2599935},
timestamp = {Tue, 05 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/XuLLCSYMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XueLPCS18,
author = {Wenzhuo Xue and
Hui Li and
Yanguo Peng and
Jiangtao Cui and
Yu Shi},
title = {Secure k Nearest Neighbors Query for High-Dimensional Vectors in Outsourced
Environments},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {586--599},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2740954},
doi = {10.1109/TBDATA.2017.2740954},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/XueLPCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/Yang18,
author = {Qiang Yang},
title = {State of the Journal Editorial},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {1},
pages = {1},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2018.2801232},
doi = {10.1109/TBDATA.2018.2801232},
timestamp = {Sat, 05 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/Yang18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/YaoLLC18,
author = {Yaqiang Yao and
Yan Liu and
Zhenyu Liu and
Huanhuan Chen},
title = {Human Activity Recognition with Posture Tendency Descriptors on Action
Snippets},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {530--541},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2018.2803838},
doi = {10.1109/TBDATA.2018.2803838},
timestamp = {Wed, 26 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/YaoLLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ZhangYYK18,
author = {Peng Zhang and
Kai Yu and
Jessica J. Yu and
Samee U. Khan},
title = {QuantCloud: Big Data Infrastructure for Quantitative Finance on the
Cloud},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {3},
pages = {368--380},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2649544},
doi = {10.1109/TBDATA.2017.2649544},
timestamp = {Thu, 13 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ZhangYYK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ZhaoCHMJ18,
author = {Liang Zhao and
Zhikui Chen and
Yueming Hu and
Geyong Min and
Zhaohua Jiang},
title = {Distributed Feature Selection for Efficient Economic Big Data Analysis},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {2},
pages = {164--176},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2016.2601934},
doi = {10.1109/TBDATA.2016.2601934},
timestamp = {Mon, 20 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ZhaoCHMJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ZhuZZZLHZ18,
author = {Julie Yixuan Zhu and
Chao Zhang and
Huichu Zhang and
Shi Zhi and
Victor O. K. Li and
Jiawei Han and
Yu Zheng},
title = {pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants
with Urban Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {4},
number = {4},
pages = {571--585},
year = {2018},
url = {https://doi.org/10.1109/TBDATA.2017.2723899},
doi = {10.1109/TBDATA.2017.2723899},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ZhuZZZLHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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