The Community for Technology Leaders
2016 IEEE 32nd International Conference on Data Engineering (ICDE) (2016)
Helsinki, Finland
May 16, 2016 to May 20, 2016
ISBN: 978-1-5090-2020-1
TABLE OF CONTENTS

[USB welcome] (PDF)

pp. 1

Hub page (PDF)

pp. 1

Session list (PDF)

pp. 1

Table of contents (PDF)

pp. 1-27

About CP (PDF)

pp. 1

Message from the ICDE 2016 Program Committee and general chairs (PDF)

Mei Hsu , HP Labs, USA
Alfons Kemper , Technische Universität München, Germany
Timos Sellis , Swinburne University of Technology, Australia
Boris Novikov , Saint Petersburg University, Russia
Eljas Soisalon-Soininen , Aalto University, Finland
pp. i-ii

Program committee (PDF)

pp. iv-x

Distance-aware influence maximization in geo-social network (Abstract)

au Wang , QCIS, University of Technology Sydney, Australia
au Zhang , QCIS, University of Technology Sydney, Australia
au Zhang , University of New South Wales, Australia
au Lin , University of New South Wales, Australia
pp. 1-12

Topical influence modeling via topic-level interests and interactions on social curation services (Abstract)

Daehoon Kim , Department of Knowledge Service Engineering, KAIST, Korea
Jae-Gil Lee , Department of Knowledge Service Engineering, KAIST, Korea
Byung Suk Lee , Department of Computer Science, University of Vermont, U.S.A.
pp. 13-24

BlackHole: Robust community detection inspired by graph drawing (Abstract)

Sungsu Lim , Department of Knowledge Service Engineering, KAIST, South Korea
Junghoon Kim , LG Electronics, South Korea
Jae-Gil Lee , Department of Knowledge Service Engineering, KAIST, South Korea
pp. 25-36

Revenue maximization by viral marketing: A social network host's perspective (Abstract)

Arijit Khan , Nanyang Technological University, Singapore
Benjamin Zehnder , ETH Zurich, Switzerland
Donald Kossmann , ETH Zurich, Switzerland
pp. 37-48

Online mobile Micro-Task Allocation in spatial crowdsourcing (Abstract)

Yongxin Tong , SKLSDE Lab, School of Computer Science and Engineering and IRC, Beihang University, China
Jieying She , The Hong Kong University of Science and Technology, China
Bolin Ding , Microsoft Research, Redmond, WA, USA
Libin Wang , SKLSDE Lab, School of Computer Science and Engineering and IRC, Beihang University, China
Lei Chen , The Hong Kong University of Science and Technology, China
pp. 49-60

Crowdsourced POI labelling: Location-aware result inference and Task Assignment (Abstract)

Huiqi Hu , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Yudian Zheng , Department of Computer Science, The University of Hong Kong, China
Zhifeng Bao , Computer Science and Information Technology, RMIT University, Melbourne, Australia
Guoliang Li , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Jianhua Feng , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Reynold Cheng , Department of Computer Science, The University of Hong Kong, China
pp. 61-72

Mutual benefit aware task assignment in a bipartite labor market (Abstract)

Liu Zheng , Dpartment of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong SAR
Lei Chen , Dpartment of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong SAR
pp. 73-84

Computing Connected Components with linear communication cost in pregel-like systems (Abstract)

Xing Feng , University of New South Wales, Australia
Lijun Chang , University of New South Wales, Australia
Xuemin Lin , University of New South Wales, Australia
Lu Qin , University of Technology Sydney, Australia
Wenjie Zhang , University of New South Wales, Australia
pp. 85-96

VColor: A practical vertex-cut based approach for coloring large graphs (Abstract)

Yun Peng , Research Center of Big Data Application, Qilu University of Technology, China
Byron Choi , Department of Computer Science, Hong Kong Baptist University, China
Bingsheng He , School of Computer Engineering, Nanyang Technological University, Singapore
Shuigeng Zhou , SKLIIP and School of Computer Science, Fudan University, China
Ruzhi Xu , Research Center of Big Data Application, Qilu University of Technology, China
Xiaohui Yu , School of Computer Science, Shandong University, China
pp. 97-108

Compressing graphs by grammars (Abstract)

Sebastian Maneth , School of Informatics, University of Edinburgh, United Kingdom
Fabian Peternek , School of Informatics University of Edinburgh, United Kingdom
pp. 109-120

Planar: Parallel lightweight architecture-aware adaptive graph repartitioning (Abstract)

Angen Zheng , Department of Computer Science, University of Pittsburgh, United States of America
Alexandros Labrinidis , Department of Computer Science, University of Pittsburgh, United States of America
Panos K. Chrysanthis , Department of Computer Science, University of Pittsburgh, United States of America
pp. 121-132

I/O efficient Core Graph Decomposition at web scale (Abstract)

Dong Wen , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
Lu Qin , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
Ying Zhang , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
Xuemin Lin , The University of New South Wales, Australia
Jeffrey Xu Yu , The Chinese University of Hong Kong, China
pp. 133-144

Reachability and time-based path queries in temporal graphs (Abstract)

Huanhuan Wu , Department of Computer Science and Engineering, The Chinese University of Hong Kong, China
Yuzhen Huang , Department of Computer Science and Engineering, The Chinese University of Hong Kong, China
James Cheng , Department of Computer Science and Engineering, The Chinese University of Hong Kong, China
Jinfeng Li , Department of Computer Science and Engineering, The Chinese University of Hong Kong, China
Yiping Ke , School of Computer Engineering, Nanyang Technological University, Singapore
pp. 145-156

Scalable supergraph search in large graph databases (Abstract)

Bingqing Lyu , East China Normal University, China
Lu Qin , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
Xuemin Lin , The University of New South Wales, Australia
Lijun Chang , The University of New South Wales, Australia
Jeffrey Xu Yu , The Chinese University of Hong Kong, China
pp. 157-168

Hobbes3: Dynamic generation of variable-length signatures for efficient approximate subsequence mappings (Abstract)

Jongik Kim , Division of Computer Science and Engineering, Chonbuk National University, Jeonju, Republic of Korea
Chen Li , Department of Computer Science, University of California, Irvine, USA
Xiaohui Xie , Department of Computer Science, University of California, Irvine, USA
pp. 169-180

NoSE: Schema design for NoSQL applications (Abstract)

Michael J. Mior , University of Waterloo, Canada
Kenneth Salem , University of Waterloo, Canada
Ashraf Aboulnaga , Qatar Computing Research Institute, HBKU, Qatar
Rui Liu , HP Vertica, United States of America
pp. 181-192

Towards Virtual Private NoSQL datastores (Abstract)

Pietro Colombo , Dipartimento di Scienze Teoriche e Applicate, Università degli Studi dell'Insubria, Varese, Italy
Elena Ferrari , Dipartimento di Scienze Teoriche e Applicate, Università degli Studi dell'Insubria, Varese, Italy
pp. 193-204

Differentially private multi-party high-dimensional data publishing (Abstract)

Sen Su , State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications, China
Peng Tang , State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications, China
Xiang Cheng , State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications, China
Rui Chen , Samsung Research America, United States of America
Zequn Wu , State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications, China
pp. 205-216

Optimizing secure classification performance with privacy-aware feature selection (Abstract)

Erman Pattuk , University of Texas at Dallas, Richardson, USA
Murat Kantarcioglu , University of Texas at Dallas, Richardson, USA
Huseyin Ulusoy , University of Texas at Dallas, Richardson, USA
Bradley Malin , Vanderbilt University, Nashville, Tennessee USA
pp. 217-228

Differentially private frequent subgraph mining (Abstract)

Shengzhi Xu , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Sen Su , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Li Xiong , Math and Computer Science Department, Emory University, Atlanta, GA, United States of America
Xiang Cheng , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Ke Xiao , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
pp. 229-240

Being prepared in a sparse world: The case of KNN graph construction (Abstract)

Antoine Boutet , University of Lyon, LIRIS, CNRS, INSA-Lyon, UMR5205, F-69621, France
Anne-Marie Kermarrec , INRIA, Rennes, France
Nupur Mittal , INRIA, Rennes, France
Francois Taiani , University of Rennes 1, France
pp. 241-252

pSCAN: Fast and exact structural graph clustering (Abstract)

Lijun Chang , University of New South Wales, Australia
Wei Li , University of New South Wales, Australia
Xuemin Lin , University of New South Wales, Australia
Lu Qin , University of Technology Sydney, Australia
Wenjie Zhang , University of New South Wales, Australia
pp. 253-264

CSI_GED: An efficient approach for graph edit similarity computation (Abstract)

Karam Gouda , Faculty of Computers & Informatics, Benha University, Egypt
Mosab Hassaan , Faculty of Science, Benha University, Egypt
pp. 265-276

Semantic proximity search on graphs with metagraph-based learning (Abstract)

Yuan Fang , Institute for Infocomm Research, Singapore
Wenqing Lin , Institute for Infocomm Research, Singapore
Vincent W. Zheng , Advanced Digital Sciences Center, Singapore
Min Wu , Institute for Infocomm Research, Singapore
Kevin Chen-Chuan Chang , University of Illinois at Urbana-Champaign, USA
Xiao-Li Li , Institute for Infocomm Research, Singapore
pp. 277-288

Private spatial data aggregation in the local setting (Abstract)

Rui Chen , Samsung Research America, Mountain View, CA, USA
Haoran Li , Emory University, Atlanta, GA, USA
A. K. Qin , RMIT University, Melbourne, Australia
Shiva Prasad Kasiviswanathan , Samsung Research America, Mountain View, CA, USA
Hongxia Jin , Samsung Research America, Mountain View, CA, USA
pp. 289-300

Load balancing and skew resilience for parallel joins (Abstract)

Aleksandar Vitorovic , École Polytechnique Fédérale de Lausanne, Switzerland
Mohammed Elseidy , École Polytechnique Fédérale de Lausanne, Switzerland
Christoph Koch , École Polytechnique Fédérale de Lausanne, Switzerland
pp. 313-324

Platform-independent robust query processing (Abstract)

Srinivas Karthik , Database Systems Lab, Indian Institute of Science, Bangalore, India
Jayant R. Haritsa , Database Systems Lab, Indian Institute of Science, Bangalore, India
Sreyash Kenkre , IBM Research, Bangalore, India
Vinayaka Pandit , IBM Research, Bangalore, India
pp. 325-336

Authentication of function queries (Abstract)

Guolei Yang , Dept. of Computer Science, Iowa State University, Ames, IA 50010, United States of America
Ying Cai , Dept. of Computer Science, Iowa State University, Ames, IA 50010, United States of America
Zhenbi Hu , Dept. of Computer Science, Iowa State University, Ames, IA 50010, United States of America
pp. 337-348

Practical private shortest path computation based on Oblivious Storage (Abstract)

Dong Xie , Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, China
Guanru Li , Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, China
Bin Yao , Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, China
Xuan Wei , Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, China
Xiaokui Xiao , School of Computer Engineering, Nanyang Technological University, Singapore
Yunjun Gao , College of Computer Science, Zhejiang University, China
Minyi Guo , Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, China
pp. 361-372

Practical privacy-preserving user profile matching in social networks (Abstract)

Xun Yi , School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, Australia
Elisa Bertino , Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA
Fang-Yu Rao , Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA
Athman Bouguettaya , School of Computer Science and IT, RMIT University, Melbourne, VIC 3001, Australia
pp. 373-384

An embedding approach to anomaly detection (Abstract)

Renjun Hu , SKLSDE Lab, Beihang University, Beijing, China
Charu C. Aggarwal , IBM T. J. Watson Research Center, New York, USA
Shuai Ma , SKLSDE Lab, Beihang University, Beijing, China
Jinpeng Huai , SKLSDE Lab, Beihang University, Beijing, China
pp. 385-396

Cross-layer betweenness centrality in multiplex networks with applications (Abstract)

Tanmoy Chakraborty , Indian Institute of Technology, Kharagpur, India
Ramasuri Narayanam , IBM Research, India
pp. 397-408

NXgraph: An efficient graph processing system on a single machine (Abstract)

Yuze Chi , Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, China
Guohao Dai , Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, China
Yu Wang , Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, China
Guangyu Sun , Center for Energy Efficient Computing and Applications, Peking University, China
Guoliang Li , Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, China
Huazhong Yang , Tsinghua National Laboratory for Information Science and Technology, Tsinghua University, China
pp. 409-420

Mining social ties beyond homophily (Abstract)

Hongwei Liang , School of Computing Science, Simon Fraser University, Canada
Ke Wang , School of Computing Science, Simon Fraser University, Canada
Feida Zhu , School of Information Systems, Singapore Management University, Singapore
pp. 421-432

Self-Adaptive Linear Hashing for solid state drives (Abstract)

Chengcheng Yang , School of Computer Science and Technology, University of Science and Technology of China, No.96, Jinzhai Road, Hefei, 230027, China
Peiquan Jin , School of Computer Science and Technology, University of Science and Technology of China, No.96, Jinzhai Road, Hefei, 230027, China
Lihua Yue , School of Computer Science and Technology, University of Science and Technology of China, No.96, Jinzhai Road, Hefei, 230027, China
Dezhi Zhang , School of Computer Science and Technology, University of Science and Technology of China, No.96, Jinzhai Road, Hefei, 230027, China
pp. 433-444

On main-memory flushing in microblogs data management systems (Abstract)

Amr Magdy , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, 55455, United States of America
Rami Alghamdi , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, 55455, United States of America
Mohamed F. Mokbel , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, 55455, United States of America
pp. 445-456

ICE: Managing cold state for big data applications (Abstract)

Badrish Chandramouli , Microsoft, Redmond, WA, USA
Justin Levandoski , Microsoft, Redmond, WA, USA
Eli Cortez , Microsoft, Redmond, WA, USA
pp. 457-468

HAWK: Hardware support for unstructured log processing (Abstract)

Prateek Tandon , Department of Computer Science and Engineering, University of Michigan, Ann Arbor, USA
Faissal M. Sleiman , Department of Computer Science and Engineering, University of Michigan, Ann Arbor, USA
Michael J. Cafarella , Department of Computer Science and Engineering, University of Michigan, Ann Arbor, USA
Thomas F. Wenisch , Department of Computer Science and Engineering, University of Michigan, Ann Arbor, USA
pp. 469-480

Efficient handling of concept drift and concept evolution over Stream Data (Abstract)

Ahsanul Haque , Department of Computer Science, The University of Texas at Dallas, Richardson, 75080, United States of America
Latifur Khan , Department of Computer Science, The University of Texas at Dallas, Richardson, 75080, United States of America
Michael Baron , Department of Mathematical Sciences, The University of Texas at Dallas, Richardson, 75080, United States of America
Bhavani Thuraisingham , Department of Computer Science, The University of Texas at Dallas, Richardson, 75080, United States of America
Charu Aggarwal , IBM T. J. Watson Research Center, Yorktown NY, USA
pp. 481-492

Quality-driven disorder handling for m-way sliding window stream joins (Abstract)

Yuanzhen Ji , SAP SE, Germany
Jun Sun , SAP SE, Germany
Anisoara Nica , SAP SE, Canada
Zbigniew Jerzak , SAP SE, Germany
Gregor Hackenbroich , SAP SE, Germany
Christof Fetzer , Systems Engineering Group, Technische Universität Dresden, Germany
pp. 493-504

Context-aware advertisement recommendation for high-speed social news feeding (Abstract)

Yuchen Li , NUS Graduate School of Integrative Science and Engineering, National University of Singapore, Singapore
Dongxiang Zhang , School of Computing, National University of Singapore, Singapore
Ziquan Lan , NUS Graduate School of Integrative Science and Engineering, National University of Singapore, Singapore
Kian-Lee Tan , School of Computing, National University of Singapore, Singapore
pp. 505-516

Tolerating correlated failures in Massively Parallel Stream Processing Engines (Abstract)

Li Su , University of Southern Denmark
Yongluan Zhou , University of Southern Denmark
pp. 517-528

Spatial influence - measuring followship in the real world (Abstract)

Huy Pham , Computer Science Department, University of Southern California, United States of America
Cyrus Shahabi , Computer Science Department, University of Southern California, United States of America
pp. 529-540

Durable graph pattern queries on historical graphs (Abstract)

Konstantinos Semertzidis , Computer Science and Engineering Department, University of Ioannina, Greece
Evaggelia Pitoura , Computer Science and Engineering Department, University of Ioannina, Greece
pp. 541-552

Link prediction in graph streams (Abstract)

Peixiang Zhao , Florida State University Tallahassee, 32306, United States of America
Charu Aggarwal , IBM Watson Research Center Yorktown Heights, New York 10598, United States of America
Gewen He , Florida State University Tallahassee, 32306, United States of America
pp. 553-564

SimRank computation on uncertain graphs (Abstract)

Rong Zhu , Department of Computer Science and Technology, Harbin Institute of Technology, China
Zhaonian Zou , Department of Computer Science and Technology, Harbin Institute of Technology, China
Jianzhong Li , Department of Computer Science and Technology, Harbin Institute of Technology, China
pp. 565-576

Input selection for fast feature engineering (Abstract)

Michael R. Anderson , University of Michigan, Ann Arbor, 48109, United States of America
Michael Cafarella , University of Michigan, Ann Arbor, 48109, United States of America
pp. 577-588

When two choices are not enough: Balancing at scale in Distributed Stream Processing (Abstract)

Muhammad Anis Uddin Nasir , KTH Royal Institute of Technology, Stockholm, Sweden
Gianmarco De Francisci Morales , Qatar Computing Research Institute, Doha, Qatar
Nicolas Kourtellis , Telefonica Research, Barcelona, Spain
Marco Serafini , Qatar Computing Research Institute, Doha, Qatar
pp. 589-600

HadoopViz: A MapReduce framework for extensible visualization of big spatial data (Abstract)

Ahmed Eldawy , Department of Computer Science and Engineering, University of Minnesota, United States
Mohamed F. Mokbel , Department of Computer Science and Engineering, University of Minnesota, United States
Christopher Jonathan , Department of Computer Science and Engineering, University of Minnesota, United States
pp. 601-612

Efficient fault-tolerance for iterative graph processing on distributed dataflow systems (Abstract)

Chen Xu , Technische Universität Berlin, Germany
Markus Holzemer , Technische Universität Berlin, Germany
Manohar Kaul , IIT Hyderabad, Germany
Volker Markl , Technische Universität Berlin, Germany
pp. 613-624

A model-based approach for text clustering with outlier detection (Abstract)

Jianhua Yin , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Jianyong Wang , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
pp. 625-636

Streaming spectral clustering (Abstract)

Shinjae Yoo , Computational Science Initiative, Brookhaven National Laboratory, Upton, New York 11973, United States
Hao Huang , Machine Learning Laboratory, General Electric Global Research, San Ramon, CA 94583, United States
Shiva Prasad Kasiviswanathan , Samsung Research America, Mountain View, CA 94043, United States
pp. 637-648

Accelerating large scale centroid-based clustering with locality sensitive hashing (Abstract)

Ryan McConville , School of Electrical, Electronic Engineering and Computer Science, Queen's University Belfast, United Kingdom
Xin Cao , School of Electrical, Electronic Engineering and Computer Science, Queen's University Belfast, United Kingdom
Weiru Liu , School of Electrical, Electronic Engineering and Computer Science, Queen's University Belfast, United Kingdom
Paul Miller , School of Electrical, Electronic Engineering and Computer Science, Queen's University Belfast, United Kingdom
pp. 649-660

PurTreeClust: A purchase tree clustering algorithm for large-scale customer transaction data (Abstract)

Xiaojun Chen , College of Computer Science and Software, Shenzhen University, 518060, China
Joshua Zhexue Huang , College of Computer Science and Software, Shenzhen University, 518060, China
Jun Luo , Ecosystem & Cloud Service Lenovo Group Limited, SIAT, CAS, China
pp. 661-672

TRANSFORMERS: Robust spatial joins on non-uniform data distributions (Abstract)

Mirjana Pavlovic , École Polytechnique Fédérale de Lausanne, Switzerland
Thomas Heinis , Imperial College London, United Kingdom
Farhan Tauheed , Oracle Labs Zurich, Switzerland
Panagiotis Karras , Skolkovo Institute of Science and Technology, Russia
Anastasia Ailamaki , École Polytechnique Fédérale de Lausanne, Switzerland
pp. 673-684

Finding the minimum spatial keyword cover (Abstract)

Dong-Wan Choi , Simon Fraser University, Burnaby, Canada
Jian Pei , Simon Fraser University, Burnaby, Canada
Xuemin Lin , University of New South Wales, Sydney, Australia
pp. 685-696

Answering why-not spatial keyword top-k queries via keyword adaption (Abstract)

Lei Chen , Department of Computer Science, Hong Kong Baptist University, China
Jianliang Xu , Department of Computer Science, Hong Kong Baptist University, China
Xin Lin , Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, China
Christian S. Jensen , Department of Computer Science, Aalborg University, Denmark
Haibo Hu , Department of Electronic and Information Engineering, Hong Kong Polytechnic University, China
pp. 697-708

Influence based cost optimization on user preference (Abstract)

Jianye Yang , School of Computer Science and Engineering, University of New South Wales, Australia
Ying Zhang , QCIS, University of Technology Sydney, Australia
Wenjie Zhang , School of Computer Science and Engineering, University of New South Wales, Australia
Xuemin Lin , School of Computer Science and Engineering, University of New South Wales, Australia
pp. 709-720

The CRO kernel: Using Concomitant Rank Order hashes for sparse high dimensional randomized feature maps (Abstract)

Kave Eshghi , Hewlett Packard Labs, 1501 Page Mill Rd., Palo Alto, CA 94304, United States
Mehran Kafai , Hewlett Packard Labs, 1501 Page Mill Rd., Palo Alto, CA 94304, United States
pp. 721-730

MuVE: Efficient Multi-Objective View Recommendation for Visual Data Exploration (Abstract)

Humaira Ehsan , School of Information Technology and Electrical Engineering, The University of Queensland, Australia
Mohamed A. Sharaf , School of Information Technology and Electrical Engineering, The University of Queensland, Australia
Panos K. Chrysanthis , Department of Computer Science, University of Pittsburgh, Pennsylvania, USA
pp. 731-742

Collaborative analytics for data silos (Abstract)

Jinkyu Kim , ECE, Seoul National University, 08826, Korea
Heonseok Ha , ECE, Seoul National University, 08826, Korea
Byung-Gon Chun , CSE, Seoul National University, 08826, Korea
Sungroh Yoon , ECE, Seoul National University, 08826, Korea
Sang K. Cha , ECE, Seoul National University, 08826, Korea
pp. 743-754

Visualization-aware sampling for very large databases (Abstract)

Yongjoo Park , University of Michigan, Ann Arbor, USA
Michael Cafarella , University of Michigan, Ann Arbor, USA
Barzan Mozafari , University of Michigan, Ann Arbor, USA
pp. 755-766

Answering why-not questions on metric probabilistic range queries (Abstract)

Lu Chen , College of Computer Science, Zhejiang University, Hangzhou, China
Yunjun Gao , College of Computer Science, Zhejiang University, Hangzhou, China
Kai Wang , College of Computer Science, Zhejiang University, Hangzhou, China
Christian S. Jensen , Department of Computer Science, Aalborg University, Denmark
Gang Chen , College of Computer Science, Zhejiang University, Hangzhou, China
pp. 767-778

Analyzing data-centric applications: Why, what-if, and how-to (Abstract)

Pierre Bourhis , CNRS, UMR 9189 - CRIStAL, France
Daniel Deutch , Tel Aviv University, Israel
Yuval Moskovitch , Tel Aviv University, Israel
pp. 779-790

CLEAR: Clustering based on locality embedding and reconstruction (Abstract)

Zhonglong Zheng , Department of Computer Science, Zhejiang Normal University, China 321004
Minqi Mao , Department of Computer Science, Zhejiang Normal University, China 321004
Songxia Ma , Department of Computer Science, West Michigan University, Kalamazoo, 49001, United States
pp. 791-798

OLAP over probabilistic data cubes I: Aggregating, materializing, and querying (Abstract)

Xike Xie , Department of Computer Science, Aalborg University, Denmark
Xingjun Hao , Department of Computer Science, University of Science and Technology of China, China
Torben Bach Pedersen , Department of Computer Science, Aalborg University, Denmark
Peiquan Jin , Department of Computer Science, University of Science and Technology of China, China
Jinchuan Chen , Key Lab for Data Engineering and Knowledge Engineering, Renmin University of China, China
pp. 799-810

SCouT: Scalable coupled matrix-tensor factorization - algorithm and discoveries (Abstract)

ByungSoo Jeon , Department of Computer Science and Engineering, Seoul National University, Korea, 08826
Inah Jeon , Future IT R&D Lab, LG Electronics, Seoul, Korea, 06763
Lee Sael , Department of Computer Science, The State University of New York (SUNY) Korea, Incheon, Korea, 21985
U Kang , Department of Computer Science and Engineering, Seoul National University, Korea, 08826
pp. 811-822

Topology-aware optimization of big sparse matrices and matrix multiplications on main-memory systems (Abstract)

David Kernert , Technische Universität Dresden, Germany
Wolfgang Lehner , Technische Universität Dresden, Germany
Frank Kohler , SAP SE, Walldorf, Germany
pp. 823-834

2PCP: Two-phase CP decomposition for billion-scale dense tensors (Abstract)

Xinsheng Li , Arizona State University, Tempe, 85287, USA
Shengyu Huang , Arizona State University, Tempe, 85287, USA
K. Selcuk Candan , Arizona State University, Tempe, 85287, USA
Maria Luisa Sapino , University of Torino, I-10149, Italy
pp. 835-846

Distributed low rank approximation of implicit functions of a matrix (Abstract)

David P. Woodruff , IBM Almaden Research Center, San Jose, CA 95120, USA
Peilin Zhong , Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing 100084, China
pp. 847-858

Fuzzy trajectory linking (Abstract)

Huayu Wu , Institute for Infocomm Research, A*STAR, Singapore
Mingqiang Xue , Institute for Infocomm Research, A*STAR, Singapore
Jianneng Cao , Institute for Infocomm Research, A*STAR, Singapore
Panagiotis Karras , Skolkovo Institute of Science and Technology, Russia
Wee Siong Ng , Institute for Infocomm Research, A*STAR, Singapore
Kee Kiat Koo , Institute for Infocomm Research, A*STAR, Singapore
pp. 859-870

Keyword-aware continuous kNN query on road networks (Abstract)

Bolong Zheng , The University of Queensland, Australia
Kai Zheng , The University of Queensland, Australia
Xiaokui Xiao , Nanyang Technological University, Singapore
Han Su , University of Southern California, USA
Hongzhi Yin , The University of Queensland, Australia
Xiaofang Zhou , The University of Queensland, Australia
Guohui Li , Huazhong University of Science and Technology, China
pp. 871-882

Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds (Abstract)

Huiqi Hu , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Guoliang Li , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Zhifeng Bao , Computer Science and Information Technology, RMIT University, Melbourne, Australia
Yan Cui , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
Jianhua Feng , Department of Computer Science, Tsinghua National Laboratory for Information Science and Technology (TNList), Tsinghua University, Beijing, China
pp. 883-894

Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks (Abstract)

Jiajun Liu , Renmin University of China, China
Kun Zhao , AS Program, CSIRO, Australia
Brano Kusy , AS Program, CSIRO, Australia
Ji-rong Wen , Renmin University of China, China
Kai Zheng , The University of Queensland, Australia
Raja Jurdak , AS Program, CSIRO, Australia
pp. 895-905

Interactive data exploration with smart drill-down (Abstract)

Manas Joglekar , Stanford University, United States
Hector Garcia-Molina , Stanford University, United States
Aditya Parameswaran , University of Illinois (UIUC), United States
pp. 906-917

ClEveR: Clustering events with high density of true-to-false occurrence ratio (Abstract)

Georgios Theodoridis , European Commission, Joint Research Centre (JRC), Institute for the Protection and Security of the Citizen (IPSC), Security Technology Assessment Unit, Via Fermi 2749, 21027 Ispra (VA), Italy
Thierry Benoist , European Commission, Joint Research Centre (JRC), Institute for the Protection and Security of the Citizen (IPSC), Security Technology Assessment Unit, Via Fermi 2749, 21027 Ispra (VA), Italy
pp. 918-929

Event regularity and irregularity in a time unit (Abstract)

Lijian Wan , University of Massachusetts, Lowell, United States
Tingjian Ge , University of Massachusetts, Lowell, United States
pp. 930-941

Discovering interpretable geo-social communities for user behavior prediction (Abstract)

Hongzhi Yin , The University of Queensland, School of Information Technology and Electrical Engineering, Australia
Zhiting Hu , Language Technologies Institute, Carnegie Mellon University, United States
Xiaofang Zhou , The University of Queensland, School of Information Technology and Electrical Engineering, Australia
Hao Wang , SKLCS, Institute of Software, Chinese Academy of Sciences, China
Kai Zheng , The University of Queensland, School of Information Technology and Electrical Engineering, Australia
Quoc Viet Hung Nguyen , The University of Queensland, School of Information Technology and Electrical Engineering, Australia
Shazia Sadiq , The University of Queensland, School of Information Technology and Electrical Engineering, Australia
pp. 942-953

SPORE: A sequential personalized spatial item recommender system (Abstract)

Weiqing Wang , University of Queensland, School of Information Technology and Electrical Engineering, Australia
Hongzhi Yin , University of Queensland, School of Information Technology and Electrical Engineering, Australia
Shazia Sadiq , University of Queensland, School of Information Technology and Electrical Engineering, Australia
Ling Chen , QCIS, University of Technology, Sydney, Australia
Min Xie , Institute of Software, Chinese Academy of Sciences, China
Xiaofang Zhou , University of Queensland, School of Information Technology and Electrical Engineering, Australia
pp. 954-965

Reverse nearest neighbor heat maps: A tool for influence exploration (Abstract)

Yu Sun , Department of Computing and Information Systems, University of Melbourne, Australia
Rui Zhang , Department of Computing and Information Systems, University of Melbourne, Australia
Andy Yuan Xue , Department of Computing and Information Systems, University of Melbourne, Australia
Jianzhong Qi , Department of Computing and Information Systems, University of Melbourne, Australia
Xiaoyong Du , Renmin University of China and Key Laboratory of Data Engineering and Knowledge Engineering, MOE, China
pp. 966-977

Automatic user identification method across heterogeneous mobility data sources (Abstract)

Wei Cao , Institute for Interdisciplinary Information Sciences, Tsinghua University, China
Zhengwei Wu , Big Data Lab, Baidu Inc, China
Dong Wang , Institute for Interdisciplinary Information Sciences, Tsinghua University, China
Jian Li , Institute for Interdisciplinary Information Sciences, Tsinghua University, China
Haishan Wu , Big Data Lab, Baidu Inc, China
pp. 978-989

Fast top-k search in knowledge graphs (Abstract)

Shengqi Yang , University of California Santa Barbara, United States
Fangqiu Han , University of California Santa Barbara, United States
Yinghui Wu , Washington State University, United States
Xifeng Yan , University of California Santa Barbara, United States
pp. 990-1001

Learning to query: Focused web page harvesting for entity aspects (Abstract)

Yuan Fang , Institute for Infocomm Research, Singapore
Vincent W. Zheng , Advanced Digital Sciences Center, Singapore
Kevin Chen-Chuan Chang , University of Illinois at Urbana-Champaign, USA
pp. 1002-1013

Discovering Neighborhood Pattern Queries by sample answers in knowledge base (Abstract)

Jialong Han , School of Computer Engineering, Nanyang Technological University, Singapore
Kai Zheng , School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, Australia
Aixin Sun , School of Computer Engineering, Nanyang Technological University, Singapore
Shuo Shang , China University of Petroleum, Beijing, China
Ji-Rong Wen , School of Information, Renmin University of China, Beijing, China
pp. 1014-1025

Incremental updates on compressed XML (Abstract)

Stefan Bottcher , University of Paderborn, Fürstenallee 11, 33102, Germany
Rita Hartel , University of Paderborn, Fürstenallee 11, 33102, Germany
Thomas Jacobs , University of Paderborn, Fürstenallee 11, 33102, Germany
Sebastian Maneth , University of Edinburgh, Informatics Forum, Crichton Street, EH8 9AB, UK
pp. 1026-1037

Edge classification in networks (Abstract)

Charu Aggarwal , IBM Watson Research Center, Yorktown Heights, New York 10598, United States
Gewen He , Florida State University, Tallahassee, 32306, United States
Peixiang Zhao , Florida State University, Tallahassee, 32306, United States
pp. 1038-1049

Minfer: A method of inferring motif statistics from sampled edges (Abstract)

Pinghui Wang , MOE Key Laboratory for Intelligent Networks and Network Security, Xi'an Jiaotong University, China
John C.S. Lui , Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong
Don Towsley , Department of Computer Science, University of Massachusetts Amherst, USA
Junzhou Zhao , MOE Key Laboratory for Intelligent Networks and Network Security, Xi'an Jiaotong University,China
pp. 1050-1061

SLR: A scalable latent role model for attribute completion and tie prediction in social networks (Abstract)

Lizi Liao , NGS for Integrative Sciences and Engineering, National University of Singapore, Singapore
Qirong Ho , Institute for Infocomm Research, A*STAR, Singapore
Jing Jiang , School of Information Systems, Singapore Management University, Singapore
Ee-Peng Lim , School of Information Systems, Singapore Management University, Singapore
pp. 1062-1073

TOPIC: Toward perfect Influence Graph Summarization (Abstract)

Lei Shi , SKLCS, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
Sibai Sun , Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China
Yuan Xuan , School of Computer Science, Fudan University, Shanghai 200433, China
Yue Su , SKLCS, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
Hanghang Tong , School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, 85281, USA
Shuai Ma , SKLSDE, Beihang University, Beijing 100191, China
Yang Chen , School of Computer Science, Fudan University, Shanghai 200433, China
pp. 1074-1085

A GPU-based index to support interactive spatio-temporal queries over historical data (Abstract)

Harish Doraiswamy , New York University, United States
Huy T. Vo , The City College of the City University of New York, United States
Claudio T. Silva , New York University, United States
Juliana Freire , New York University, United States
pp. 1086-1097

An interval join optimized for modern hardware (Abstract)

Danila Piatov , Faculty of Computer Science, Free University of Bozen-Bolzano, Italy
Sven Helmer , Faculty of Computer Science, Free University of Bozen-Bolzano, Italy
Anton Dignos , Faculty of Computer Science, Free University of Bozen-Bolzano, Italy
pp. 1098-1109

Efficiently computing reverse k furthest neighbors (Abstract)

Shenlu Wang , School of Computer Science and Engineering, The University of New South Wales, Australia
Muhammad Aamir Cheema , Faculty of Information Technology, Monash University, Australia
Xuemin Lin , School of Computer Science and Engineering, The University of New South Wales, Australia
Ying Zhang , Quantum Computation and Intelligent Systems, University of Technology, Sydney, Australia
Dongxi Liu , Commonwealth Scientific and Industrial Research Organization (CSIRO), Australia
pp. 1110-1121

Indexing multi-metric data (Abstract)

Maximilian Franzke , Ludwig-Maximilians-Universität, Munich, Germany
Tobias Emrich , Ludwig-Maximilians-Universität, Munich, Germany
Andreas Zufle , George Mason University, Fairfax, VA, USA
Matthias Renz , George Mason University, Fairfax, VA, USA
pp. 1122-1133

DataXFormer: A robust transformation discovery system (Abstract)

Ziawasch Abedjan , MIT CSAIL, United States
John Morcos , University of Waterloo, ON N2L 3G1, Canada
Ihab F. Ilyas , University of Waterloo, ON N2L 3G1, Canada
Mourad Ouzzani , Qatar Computing Research Institute, HBKU, Qatar
Paolo Papotti , Qatar Computing Research Institute, HBKU, Qatar
Michael Stonebraker , MIT CSAIL, United States
pp. 1134-1145

Joint repairs for web wrappers (Abstract)

Stefano Ortona , Department of Computer Science, Oxford University, United Kingdom
Giorgio Orsi , School of Computer Science, University of Birmingham, United Kingdom
Tim Furche , Department of Computer Science, Oxford University, United Kingdom
Marcello Buoncristiano , Dipartimento di Matematica, Informatica ed Economia, Universita della Basilicata, Italy
pp. 1146-1157

Fast motif discovery in short sequences (Abstract)

Honglei Liu , Department of Computer Science, University of California, Santa Barbara, USA
Fangqiu Han , Department of Computer Science, University of California, Santa Barbara, USA
Hongjun Zhou , Neuroscience Research Institute, University of California, Santa Barbara, USA
Xifeng Yan , Department of Computer Science, University of California, Santa Barbara, USA
Kenneth S. Kosik , Neuroscience Research Institute, University of California, Santa Barbara, USA
pp. 1158-1169

A novel fast and memory efficient parallel MLCS algorithm for long and large-scale sequences alignments (Abstract)

Yanni Li , School of Software, Xidian University, China
Yuping Wang , School of Computer Science and Technology, Xidian University, China
Zhensong Zhang , The Chinese University of Hong Kong, Hong Kong
Yaxin Wang , Henry Samueli School of Engineering and Applied Science, University of California, Los Angeles, USA
Ding Ma , Department of Computer Science, Viterbi School of Engineering, University of Southern California, USA
Jianbin Huang , School of Software, Xidian University, China
pp. 1170-1181

SQL-SA for big data discovery polymorphic and parallelizable SQL user-defined scalar and aggregate infrastructure in Teradata Aster 6.20 (Abstract)

Xin Tang , Teradata Aster, San Carlos, CA, USA
Robert Wehrmeister , Teradata Aster, San Carlos, CA, USA
James Shau , Teradata Aster, San Carlos, CA, USA
Abhirup Chakraborty , Teradata Aster, San Carlos, CA, USA
Daley Alex , Teradata Aster, San Carlos, CA, USA
Awny Al Omari , Teradata Aster, San Carlos, CA, USA
Feven Atnafu , Teradata Aster, San Carlos, CA, USA
Jeff Davis , Teradata Aster, San Carlos, CA, USA
Litao Deng , Teradata Aster, San Carlos, CA, USA
Deepak Jaiswal , Teradata Aster, San Carlos, CA, USA
Chittaranjan Keswani , Teradata Aster, San Carlos, CA, USA
Yafeng Lu , Arizona State University, Tempe, USA
Chao Ren , Teradata Aster, San Carlos, CA, USA
Tom Reyes , Teradata Aster, San Carlos, CA, USA
Kashif Siddiqui , Teradata Aster, San Carlos, CA, USA
David Simmen , Splunk Inc, San Francisco, CA, USA
Devendra Vidhani , Teradata Aster, San Carlos, CA, USA
Ling Wang , Teradata Aster, San Carlos, CA, USA
Shuai Yang , Fuzzy Logix, Charlotte, NC, USA
Daniel Yu , Teradata Aster, San Carlos, CA, USA
pp. 1182-1193

Flow-Join: Adaptive skew handling for distributed joins over high-speed networks (Abstract)

Wolf Rodiger , Technische Universität München, Munich, Germany
Sam Idicula , Oracle Labs, Redwood Shores, CA, USA
Alfons Kemper , Technische Universität München, Munich, Germany
Thomas Neumann , Technische Universität München, Munich, Germany
pp. 1194-1205

Moolle: Fan-out control for scalable distributed data stores (Abstract)

SungJu Cho , LinkedIn Corp, 2029 Stierlin Ct. Mountain View, California 94043-4655, United States
Andrew Carter , LinkedIn Corp, 2029 Stierlin Ct. Mountain View, California 94043-4655, United States
Joshua Ehrlich , WePay, Inc., 350 Convention Way Redwood City, California 94063, United States
Jane Alam Jan , LinkedIn Corp, 2029 Stierlin Ct. Mountain View, California 94043-4655, United States
pp. 1206-1217

Personal recommendation using deep recurrent neural networks in NetEase (Abstract)

Sai Wu , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Weichao Ren , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Chengchao Yu , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Gang Chen , College of Computer Science and Technology, Zhejiang University, Hangzhou, China
Dongxiang Zhang , School of Computer Science and Engineering, University of Electronic Science and Technology of China, China
Jingbo Zhu , NetEase (Hangzhou) Network Co., Ltd., China
pp. 1218-1229

Recommendations meet web browsing: enhancing collaborative filtering using internet browsing logs (Abstract)

Royi Ronen , Microsoft Israel
Elad Yom-Tov , Microsoft Research Israel
Gal Lavee , Microsoft Israel
pp. 1230-1238

SPDO: High-throughput road distance computations on Spark using Distance Oracles (Abstract)

Shangfu Peng , University of Maryland, United States
Jagan Sankaranarayanan , NEC Labs America, United States
Hanan Samet , University of Maryland, United States
pp. 1239-1250

GARNET: A holistic system approach for trending queries in microblogs (Abstract)

Christopher Jonathan , Department of Computer Science and Engineering, University of Minnesota, USA
Amr Magdy , Department of Computer Science and Engineering, University of Minnesota, USA
Mohamed F. Mokbel , Department of Computer Science and Engineering, University of Minnesota, USA
Albert Jonathan , Department of Computer Science and Engineering, University of Minnesota, USA
pp. 1251-1262

Using SSDs to scale up Google Fusion Tables, a database-in-the-cloud (Abstract)

Yingyi Bu , Couchbase, United States
Felix Halim , Google, United States
Changkyu Kim , Google, United States
Hongrae Lee , Google, United States
Jayant Madhavan , Google, United States
pp. 1263-1274

A column store engine for real-time streaming analytics (Abstract)

Alex Skidanov , MemSQL, San Francisco, CA, United States
Anders J. Papito , MemSQL, San Francisco, CA, United States
Adam Prout , MemSQL, San Francisco, CA, United States
pp. 1287-1297

Fault-tolerant real-time analytics with distributed Oracle Database In-memory (Abstract)

Niloy Mukherjee , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Shasank Chavan , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Maria Colgan , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Mike Gleeson , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Xiaoming He , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Allison Holloway , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Jesse Kamp , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Kartik Kulkarni , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Tirthankar Lahiri , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Juan Loaiza , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Neil Macnaughton , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Atrayee Mullick , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Sujatha Muthulingam , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Vivekanandhan Raja , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
Raunak Rungta , Oracle Americas Inc, 400 Oracle Parkway, Redwood City, CA 94065, USA
pp. 1298-1309

Virtual lightweight snapshots for consistent analytics in NoSQL stores (Abstract)

Fernando Chirigati , New York University, United States
Jerome Simeon , IBM Watson Research, United States
Martin Hirzel , IBM Watson Research, United States
Juliana Freire , New York University, United States
pp. 1310-1321

ALEX: Automatic Link Exploration in Linked Data (Abstract)

Ahmed El-Roby , University of Waterloo, Canada
Ashraf Aboulnaga , Qatar Computing Research Institute, HBKU, Qatar
pp. 1322-1325

A query system for social media signals (Abstract)

Dolan Antenucci , University of Michigan Ann Arbor, 48109, United States
Michael R. Anderson , University of Michigan Ann Arbor, 48109, United States
Penghua Zhao , University of Michigan Ann Arbor, 48109, United States
Michael Cafarella , University of Michigan Ann Arbor, 48109, United States
pp. 1326-1329

Beat the DIVa - decentralized identity validation for online social networks (Abstract)

Leila Bahri , University of Insubria, Varese - Italy
Amira Soliman , Royal Institute of Technology, Stockholm - Sweden
Jacopo Squillaci , University of Insubria, Varese - Italy
Barbara Carminati , University of Insubria, Varese - Italy
Elena Ferrari , University of Insubria, Varese - Italy
Sarunas Girdzijauskas , Royal Institute of Technology, Stockholm - Sweden
pp. 1330-1333

OptImatch: Semantic web system for query problem determination (Abstract)

Guilherme Damasio , University of Ontario Institute of Technology, Canada
Piotr Mierzejewski , IBM Canada Ltd, Canada
Jaroslaw Szlichta , University of Ontario Institute of Technology, Canada
Calisto Zuzarte , IBM Canada Ltd, Canada
pp. 1334-1337

INSQ: An influential neighbor set based moving kNN query processing system (Abstract)

Chuanwen Li , College of Information Science and Engineering, Northeastern University, United States
Yu Gu , College of Information Science and Engineering, Northeastern University, United States
Jianzhong Qi , Department of Computing and Information Systems, University of Melbourne, Victoria, Australia
Ge Yu , College of Information Science and Engineering, Northeastern University, United States
Rui Zhang , Department of Computing and Information Systems, University of Melbourne, Victoria, Australia
Qingxu Deng , College of Information Science and Engineering, Northeastern University, United States
pp. 1338-1341

graphVizdb: A scalable platform for interactive large graph visualization (Abstract)

Nikos Bikakis , National Technical University of Athens, Greece
John Liagouris , Dept. of Computer Science, ETH Zürich, Switzerland
Maria Krommyda , National Technical University of Athens, Greece
George Papastefanatos , ATHENA Research Center, Greece
Timos Sellis , Swinburne University of Technology, Australia
pp. 1342-1345

QB2OLAP: Enabling OLAP on Statistical Linked Open Data (Abstract)

Jovan Varga , Universitat Politècnica de Catalunya, BarcelonaTech, Barcelona, Spain
Lorena Etcheverry , Instituto de Computación, Facultad de Ingeniería, UdelaR Montevideo, Uruguay
Alejandro A. Vaisman , Instituto Tecnológico de Buenos Aires, Argentina
Oscar Romero , Universitat Politècnica de Catalunya, BarcelonaTech, Barcelona, Spain
Torben Bach Pedersen , Aalborg Universitet, Denmark
Christian Thomsen , Aalborg Universitet, Denmark
pp. 1346-1349

SEED: A system for entity exploration and debugging in large-scale knowledge graphs (Abstract)

Jun Chen , School of Information, Renmin University of China, Beijing, China
Yueguo Chen , School of Information, Renmin University of China, Beijing, China
Xiaoyong Du , School of Information, Renmin University of China, Beijing, China
Xiangling Zhang , School of Information, Renmin University of China, Beijing, China
Xuan Zhou , School of Information, Renmin University of China, Beijing, China
pp. 1350-1353

Ranking support for matched patterns over complex event streams: The CEPR system (Abstract)

Jiaqi Gu , Computer Science Department, University of California, Los Angeles, United States
Jin Wang , Computer Science Department, University of California, Los Angeles, United States
Carlo Zaniolo , Computer Science Department, University of California, Los Angeles, United States
pp. 1354-1357

QPlain: Query by explanation (Abstract)

Daniel Deutch , Computer Science Department, Tel Aviv University, Israel
Amir Gilad , Computer Science Department, Tel Aviv University, Israel
pp. 1358-1361

InVerDa - co-existing schema versions made foolproof (Abstract)

Kai Herrmann , Database Technology Group, Technische Universität Dresden, Germany
Hannes Voigt , Database Technology Group, Technische Universität Dresden, Germany
Thorsten Seyschab , Database Technology Group, Technische Universität Dresden, Germany
Wolfgang Lehner , Database Technology Group, Technische Universität Dresden, Germany
pp. 1362-1365

ANALOC: Efficient analytics over Location Based Services (Abstract)

Md Farhadur Rahman , University of Texas at Arlington, United States
Saad Bin Suhaim , The George Washington University, United States
Weimo Liu , The George Washington University, United States
Saravanan Thirumuruganathan , University of Texas at Arlington, United States
Nan Zhang , The George Washington University, United States
Gautam Das , University of Texas at Arlington, United States
pp. 1366-1369

A new privacy-preserving solution for clustering massively distributed personal times-series (Abstract)

Tristan Allard , IRISA & Univ. Rennes 1, 263 av. Général de Gaulle, 35042 cedex, France
Georges Hebrail , EDF R&D, 1 av. Général de Gaulle, BP 408, 92141 Clamart cedex, France
Florent Masseglia , Inria & Lirmm, Univ. Montpellier, Campus St Priest, 860 rue de St Priest, 34095 cedex 5, France
Esther Pacitti , Inria & Lirmm, Univ. Montpellier, Campus St Priest, 860 rue de St Priest, 34095 cedex 5, France
pp. 1370-1373

Mercury: Metro density prediction with recurrent neural network on streaming CDR data (Abstract)

Victor C. Liang , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd., Singapore
Richard T. B. Ma , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd., Singapore
Wee Siong Ng , School of Computing, National University of Singapore, Singapore
Li Wang , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd., Singapore
Marianne Winslett , Department of Computer Science, University of Illinois at Urbana Champaign, USA
Huayu Wu , School of Computing, National University of Singapore, Singapore
Shanshan Ying , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd., Singapore
Zhenjie Zhang , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd., Singapore
pp. 1374-1377

ORLF: A flexible framework for online record linkage and fusion (Abstract)

El Kindi Rezig , Purdue University, United States
Eduard C. Dragut , Temple University, United States
Mourad Ouzzani , Qatar Computing Research Institute, Qatar
Ahmed K. Elmagarmid , Qatar Computing Research Institute, Qatar
Walid G. Aref , Purdue University, United States
pp. 1378-1381

TemProRA: Top-k temporal-probabilistic results analysis (Abstract)

Katerina Papaioannou , Department of Computer Science, University of Zurich, CH
Michael Bohlen , Department of Computer Science, University of Zurich, CH
pp. 1382-1385

Leveraging non-volatile memory for instant restarts of in-memory database systems (Abstract)

David Schwalb , Hasso-Plattner-Institute, Potsdam, Germany
Martin Faust , Hasso-Plattner-Institute, Potsdam, Germany
Markus Dreseler , Hasso-Plattner-Institute, Potsdam, Germany
Pedro Flemming , Hasso-Plattner-Institute, Potsdam, Germany
Hasso Plattner , Hasso-Plattner-Institute, Potsdam, Germany
pp. 1386-1389

Java2SDG: Stateful big data processing for the masses (Abstract)

Raul Castro Fernandez , Imperial College London, United Kingdom
Panagiotis Garefalakis , Imperial College London, United Kingdom
Peter Pietzuch , Imperial College London, United Kingdom
pp. 1390-1393

Flexible hybrid stores: Constraint-based rewriting to the rescue (Abstract)

Francesca Bugiotti , CentraleSupélec & INRIA, France
Damian Bursztyn , INRIA & U. Paris-Sud, France
Alin Deutsch , UC San Diego, USA
Ioana Manolescu , INRIA & U. Paris-Sud, France
Stamatis Zampetakis , INRIA & U. Paris-Sud, France
pp. 1394-1397

WatCA: The Waterloo consistency analyzer (Abstract)

Hua Fan , Department of Electrical and Computer Engineering, University of Waterloo, Canada
Shankha Chatterjee , Department of Electrical and Computer Engineering, University of Waterloo, Canada
Wojciech Golab , Department of Electrical and Computer Engineering, University of Waterloo, Canada
pp. 1398-1401

DebEAQ - debugging empty-answer queries on large data graphs (Abstract)

Elena Vasilyeva , SAP SE, Walldorf, 69190 Germany
Thomas Heinze , SAP SE, Walldorf, 69190 Germany
Maik Thiele , Database Technology Group, TU Dresden, 01062 Germany
Wolfgang Lehner , Database Technology Group, TU Dresden, 01062 Germany
pp. 1402-1405

Cruncher: Distributed in-memory processing for location-based services (Abstract)

Ahmed S. Abdelhamid , Purdue University, West Lafayette, IN, USA
Mingjie Tang , Purdue University, West Lafayette, IN, USA
Ahmed M. Aly , Purdue University, West Lafayette, IN, USA
Ahmed R. Mahmood , Purdue University, West Lafayette, IN, USA
Thamir Qadah , Purdue University, West Lafayette, IN, USA
Walid G. Aref , Purdue University, West Lafayette, IN, USA
Saleh Basalamah , Umm Al-Qura University, Makkah, KSA
pp. 1406-1409

A demonstration of GeoSpark: A cluster computing framework for processing big spatial data (Abstract)

Jia Yu , School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, 85281, United States
Jinxuan Wu , School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, 85281, United States
Mohamed Sarwat , School of Computing, Informatics, and Decision Systems Engineering, Arizona State University, Tempe, 85281, United States
pp. 1410-1413

Indoor data management (Abstract)

Hua Lu , Department of Computer Science, Aalborg University, Denmark
Muhammad Aamir Cheema , Faculty of Information Technology, Monash University, Australia
pp. 1414-1417

Scaling up truth discovery (Abstract)

Laure Berti-Equille , Qatar Computing Research Institute, Hamad bin Khalifa University, Doha, Qatar
pp. 1418-1419

Scalable data management: NoSQL data stores in research and practice (Abstract)

Felix Gessert , Database and Information Systems Group, University of Hamburg, Germany
Norbert Ritter , Database and Information Systems Group, University of Hamburg, Germany
pp. 1420-1423

The era of Big Spatial Data (Abstract)

Ahmed Eldawy , Department of Computer Science and Engineering, University of Minnesota, United States
Mohamed F. Mokbel , Department of Computer Science and Engineering, University of Minnesota, United States
pp. 1424-1427

Accelerating database workloads by software-hardware-system co-design (Abstract)

Rajesh R. Bordawekar , IBM T. J. Watson Research Center, United States
Mohammad Sadoghi , IBM T. J. Watson Research Center, United States
pp. 1428-1431

Data profiling (Abstract)

Ziawasch Abedjan , MIT CSAIL, United States
Lukasz Golab , University of Waterloo, Canada
Felix Naumann , Hasso Plattner Institute, Potsdam, Germany
pp. 1432-1435

Blocking for large-scale Entity Resolution: Challenges, algorithms, and practical examples (Abstract)

George Papadakis , University of Athens, Greece
Themis Palpanas , Paris Descartes University, France
pp. 1436-1439

Microblogs data management and analysis (Abstract)

Amr Magdy , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA
Mohamed F. Mokbel , Department of Computer Science and Engineering, University of Minnesota, Minneapolis, USA
pp. 1440-1443

Dark Data: Are we solving the right problems? (Abstract)

Michael Cafarella , University of Michigan, USA
Ihab F. Ilyas , University of Waterloo, USA
Marcel Kornacker , Cloudera, USA
Tim Kraska , Brown University, USA
Christopher Re , Stanford University, USA
pp. 1444-1445

Big data quality - whose problem is it? (Abstract)

Shazia Sadiq , The University of Queensland, Brisbane, Australia
Paolo Papotti , Arizona State University, Tempe, USA
pp. 1446-1447

Similarity Group-By operators for multi-dimensional relational data (Abstract)

Mingjie Tang , Purdue University, United States
Ruby Y. Tahboub , Purdue University, United States
Walid G. Aref , Purdue University, United States
Mikhail J. Atallah , Purdue University, United States
Qutaibah M. Malluhi , Qatar University, Qatar
Mourad Ouzzani , Qatar Computing Research Institute, Qatar
Yasin N. Silva , Arizona State University, United States
pp. 1448-1449

Using Memetic Algorithm for instance coreference resolution (Abstract)

Xingsi Xue , School of Computer Science and Technology, Xidian University, Xian, Shaanxi, China
Yuping Wang , School of Computer Science and Technology, Xidian University, Xian, Shaanxi, China
pp. 1450-1451

Crowdsourcing for top-K query processing over uncertain data (Abstract)

Eleonora Ciceri , Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
Piero Fraternali , Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
Davide Martinenghi , Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
Marco Tagliasacchi , Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
pp. 1452-1453

Adaptive noise immune cluster ensemble using affinity propagation (Abstract)

Zhiwen Yu , School of Computer Science and Engineering, South China University of Technology, China
Guoqiang Han , School of Computer Science and Engineering, South China University of Technology, China
Le Li , Department of Computer Science and Engineering, Chinese University of Hong Kong, China
Jiming Liu , Department of Computer Science, Hong Kong Baptist University, China
Jun Zhang , School of Advanced Computing, Sun Yat-Sen University, China
pp. 1454-1455

Efficient similarity join based on Earth Mover's Distance using MapReduce (Abstract)

Jia Xu , School of Computer, Electronics and Information, Guangxi University, China
Bin Lei , College of Information Science and Engineering, Northeastern University, China
Yu Gu , College of Information Science and Engineering, Northeastern University, China
Marianne Winslett , Department of Computer Science, University of Illinois at Urbana Champaign, USA
Ge Yu , College of Information Science and Engineering, Northeastern University, China
Zhenjie Zhang , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd. Singapore
pp. 1456-1457

NATERGM: A model for examining the role of Nodal Attributes in dynamic social media networks (Abstract)

Shan Jiang , Department of Supply Chain & Information Systems, Penn State University, State College, USA
Hsinchun Chen , Department of Management Information Systems, University of Arizona, Tucson, USA
pp. 1458-1459

Tensor canonical correlation analysis for multi-view dimension reduction (Abstract)

Yong Luo , School of Computer Engineering, Nanyang Technological University, Singapore 639798
Dacheng Tao , Centre for Quantum Computation & Intelligent Systems, Faculty of Engineering and Information Technology, University of Technology, Sydney, 81 Broadway Street, Ultimo, NSW 2007, Australia
Kotagiri Ramamohanarao , Department of Computer Science and Software Engineering, The University of Melbourne, Australia
Chao Xu , School of Electronics Engineering and Computer Science, Peking University, Beijing, China
Yonggang Wen , School of Computer Engineering, Nanyang Technological University, Singapore 639798
pp. 1460-1461

TRIP: An interactive retrieving-inferring data imputation approach (Abstract)

Zhixu Li , School of Computer Science and Technology, Soochow University, Suzhou, China
Lu Qin , The University of Technology, Sydney, Australia
Hong Cheng , The Chinese University of Hong Kong, China
Xiangliang Zhang , The King Abdullah University of Science and Technology, Jeddah, Saudi Arabia
Xiaofang Zhou , The University of Queensland, Brisbane QLD 4072, Australia
pp. 1462-1463

t-closeness through microaggregation: Strict privacy with enhanced utility preservation (Abstract)

Jordi Soria-Comas , UNESCO Chair in Data Privacy, Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
Josep Domingo-Ferrer , UNESCO Chair in Data Privacy, Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
David Sanchez , UNESCO Chair in Data Privacy, Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
Sergio Martinez , UNESCO Chair in Data Privacy, Department of Computer Engineering and Mathematics, Universitat Rovira i Virgili, Tarragona, Catalonia, Spain
pp. 1464-1465

Domain-sensitive Recommendation with user-item subgroup analysis (Abstract)

Jing Liu , NLPR, Institute of Automation, Chinese Academy of Sciences, China
Yu Jiang , NLPR, Institute of Automation, Chinese Academy of Sciences, China
Zechao Li , School of Computer Science and Technology, Nanjing University of Science and Technology, China
Xi Zhang , NLPR, Institute of Automation, Chinese Academy of Sciences, China
Hanqing Lu , NLPR, Institute of Automation, Chinese Academy of Sciences, China
pp. 1466-1467

Semantic-aware blocking for entity resolution (Abstract)

Qing Wang , Research School of Computer Science, The Australian National University, Australia
Mingyuan Cui , Research School of Computer Science, The Australian National University, Australia
Huizhi Liang , Department of Computing and Information Systems, The University of Melbourne, Australia
pp. 1468-1469

Privacy-preserving indoor localization on smartphones (Abstract)

Andreas Konstantinidis , University of Cyprus, 1678 Nicosia, Cyprus
Georgios Chatzimilioudis , University of Cyprus, 1678 Nicosia, Cyprus
Demetrios Zeinalipour-Yazti , University of Cyprus, 1678 Nicosia, Cyprus
Paschalis Mpeis , University of Edinburgh, EH8 9AB, United Kingdom
Nikos Pelekis , University of Piraeus, 18534, Greece
Yannis Theodoridis , University of Piraeus, 18534, Greece
pp. 1470-1471

CRoM and HuspExt: Improving efficiency of high utility sequential pattern extraction (Abstract)

Oznur Kirmemis Alkan , Computer Eng. Dept., METU, 06800 Ankara, Turkey
Pinar Karagoz , Computer Eng. Dept., METU, 06800 Ankara, Turkey
pp. 1472-1473

Joint structure feature exploration and regularization for multi-task graph classification (Abstract)

Shirui Pan , Centre for Quantum Compu. & Intell. Syst., FEIT, Univ. of Technology Sydney, Australia
Jia Wu , Centre for Quantum Compu. & Intell. Syst., FEIT, Univ. of Technology Sydney, Australia
Xingquan Zhuy , Dept. of Compu. & Elec. Eng. & Compu. Sci., Florida Atlantic Univ., USA
Chengqi Zhang , Centre for Quantum Compu. & Intell. Syst., FEIT, Univ. of Technology Sydney, Australia
Philip S. Yuz , Dept. of Compu. Sci., Univ. of Illinois at Chicago, USA
pp. 1474-1475

Efficient answering of why-not questions in similar graph matching (Abstract)

Md. Saiful Islam , Swinburne University of Technology, Australia
Chengfei Liu , Swinburne University of Technology, Australia
Jianxin Li , The RMIT University, Australia
pp. 1476-1477

CloudKeyBank: Privacy and owner authorization enforced key management framework (Abstract)

Xiuxia Tian , Shanghai University of Electric Power, China, 200090
Ling Huang , Intel Science and Technology Center on Secure Computing, University of California, Berkeley, USA, 94720
Tony Wu , Intel Science and Technology Center on Secure Computing, University of California, Berkeley, USA, 94720
Xiaoling Wang , Institute for Data Science and Engineering, East China Normal University, Shanghai, China, 200062
Aoying Zhou , Institute for Data Science and Engineering, East China Normal University, Shanghai, China, 200062
pp. 1478-1479

Association discovery in two-view data (Abstract)

Matthijs van Leeuwen , LIACS, Leiden University, Netherlands
Esther Galbrun , INRIA Nancy - Grand Est, France
pp. 1480-1481

i2MapReduce: Incremental mapreduce for mining evolving big data (Abstract)

Yanfeng Zhang , Northeastern University, USA
Shimin Chen , Institute of Computing Technology, CAS, China
Qiang Wang , Northeastern University, USA
Ge Yu , Northeastern University, USA
pp. 1482-1483

Incremental semi-supervised clustering ensemble for high dimensional data clustering (Abstract)

Zhiwen Yu , School of Computer Science and Engineering, South China University of Technology, China
Peinan Luo , School of Computer Science and Engineering, South China University of Technology, China
Si Wu , School of Computer Science and Engineering, South China University of Technology, China
Guoqiang Han , School of Computer Science and Engineering, South China University of Technology, China
Jane You , Department of Computing, Hong Kong Polytechnic University, China
Hareton Leung , Department of Computing, Hong Kong Polytechnic University, China
Hau-San Wong , Department of Computer Science, City University of Hong Kong, China
Jun Zhang , School of Advanced Computing, Sun Yat-Sen University, China
pp. 1484-1485

Virtual denormalization via array index reference for main memory OLAP (Abstract)

Yansong Zhang , DEKE Lab at Renmin University, China
Xuan Zhou , DEKE Lab at Renmin University, China
Ying Zhang , Centrum Wiskunde & Informatica, Amsterdam, Netherlands
Yu Zhang , School of Information, Renmin University of China, China
Mingchuan Su , School of Information, Renmin University of China, China
Shan Wang , DEKE Lab at Renmin University, China
pp. 1486-1487

Reverse keyword search for spatio-textual top-k queries in location-based services (Abstract)

Xin Lin , Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, China
Jianliang Xu , Department of Computer Science, Hong Kong Baptist University, China
Haibo Hu , Department of Electronic and Information Engineering, Hong Kong Polytechnic University, China
pp. 1488-1489

Distributed in-memory processing of All K Nearest Neighbor queries (Abstract)

Georgios Chatzimilioudis , University of Cyprus, 1678 Nicosia, Cyprus
Constantinos Costa , University of Cyprus, 1678 Nicosia, Cyprus
Demetrios Zeinalipour-Yazti , University of Cyprus, 1678 Nicosia, Cyprus
Wang-Chien Lee , Pennsylvania State University, 16802, USA
Evaggelia Pitoura , University of Ioannina, 45110, Greece
pp. 1490-1491

Accelerated Continuous Conditional Random Fields for load forecasting (Abstract)

Hongyu Guo , National Research Council Canada, 1200 Montreal Road, Ottawa, ON., Canada
pp. 1492-1493

Querying knowledge Graphs By Example entity tuples (Abstract)

Nandish Jayaram , University of Texas at Arlington, USA
Arijit Khan , ETH Zurich, Switzerland
Chengkai Li , University of Texas at Arlington, USA
Xifeng Yan , University of California, Santa Barbara, USA
Ramez Elmasri , University of Texas at Arlington, USA
pp. 1494-1495

Efficient top-k retrieval on massive data (Abstract)

Xixian Han , School of Computer Science and Technology, Harbin Institute of Technology, China
Jianzhong Li , School of Computer Science and Technology, Harbin Institute of Technology, China
Hong Gao , School of Computer Science and Technology, Harbin Institute of Technology, China
pp. 1496-1497

Safe distribution and parallel execution of data-centric workflows over the publish/subscribe abstraction (Abstract)

Matin Jergler , Technical University of Munich (TUM), Germany
Hans-Arno Jacobsen , Technical University of Munich (TUM), Germany
Mohammad Sadoghi , IBM T. J. Watson Research Center, USA
Richard Hull , IBM T. J. Watson Research Center, USA
Roman Vaculin , IBM T. J. Watson Research Center, USA
pp. 1498-1499

Top-k dominating queries on incomplete data (Abstract)

Xiaoye Miao , College of Computer Science, Zhejiang University, Hangzhou 310027, China
Yunjun Gao , College of Computer Science, Zhejiang University, Hangzhou 310027, China
Baihua Zheng , School of Information Systems, Singapore Management University, 178902, Singapore
Gang Chen , College of Computer Science, Zhejiang University, Hangzhou 310027, China
Huiyong Cui , College of Computer Science, Zhejiang University, Hangzhou 310027, China
pp. 1500-1501

Subspace based network community detection using sparse linear coding (Abstract)

Arif Mahmood , Department of Computer Science and Engineering, College of Engineering, Qatar University, Doha, Qatar
Michael Small , School of Mathematics and Statistics, The University of Western Australia, Crawley, 6009, Australia
pp. 1502-1503

DSP-CC: I/O efficient parallel computation of connected components in billion-scale networks (Abstract)

Min-Soo Kim , DGIST, Korea
Sangyeon Lee , TmaxData, Inc., Korea
Wook-Shin Han , POSTECH, Korea
Himchan Park , DGIST, Korea
Jeong-Hoon Lee , POSTECH, Korea
pp. 1504-1505

Mining temporal patterns in interval-based data (Abstract)

Yi-Cheng Chen , Department of Computer Science and information Engineering, Tamkang University, New Taipei City, Taiwan
Wen-Chih Peng , Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan
Suh-Yin Lee , Department of Computer Science, National Chiao Tung University, Hsinchu, Taiwan
pp. 1506-1507

Pattern-aided regression modeling and prediction model analysis (Abstract)

Guozhu Dong , Dept of Computer Science and Kno.e.sis Center, Wright State University, Dayton, Ohio 45435, USA
Vahid Taslimitehrani , Dept of Computer Science and Kno.e.sis Center, Wright State University, Dayton, Ohio 45435, USA
pp. 1508-1509

Geo-Social K-Cover Group queries for collaborative spatial computing (Abstract)

Yafei Li , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Rui Chen , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Jianliang Xu , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Qiao Huang , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Haibo Hu , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Byron Choi , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
pp. 1510-1511

Diversified hidden Markov models for sequential labeling (Abstract)

Maoying Qiao , The Centre for Quantum Computation & Intelligent Systems, Australia
Wei Bian , The Centre for Quantum Computation & Intelligent Systems, Australia
Richard Yi Da Xu , The Faculty of Engineering and Information Technology, University of Technology Sydney, Australia
Dacheng Tao , The Centre for Quantum Computation & Intelligent Systems, Australia
pp. 1512-1513

Metric all-k-nearest-neighbor search (Abstract)

Lu Chen , College of Computer Science, Zhejiang University, Hangzhou, China
Yunjun Gao , College of Computer Science, Zhejiang University, Hangzhou, China
Gang Chen , College of Computer Science, Zhejiang University, Hangzhou, China
Haida Zhang , College of Computer Science, Zhejiang University, Hangzhou, China
pp. 1514-1515

Efficient enforcement of action-aware purpose-based access control within relational database management systems (Abstract)

Pietro Colombo , Dipartimento di Scienze Teoriche e Applicate, Università degli Studi dell'Insubria, Varese, Italy
Elena Ferrari , Dipartimento di Scienze Teoriche e Applicate, Università degli Studi dell'Insubria, Varese, Italy
pp. 1516-1517

A practical and effective sampling selection strategy for large scale deduplication (Abstract)

Guilherme Dal Bianco , Universidade Federal da Fronteira Sul - UFFS, Brazil
Renata Galante , Institute of Informatics - UFRGS, Brazil
Carlos A. Heuser , Institute of Informatics - UFRGS, Brazil
Marcos Goncalves , Depto. de Ciência da Computação, Universidade Federal de Minas Gerais, Brazil
Sergio Canuto , Depto. de Ciência da Computação, Universidade Federal de Minas Gerais, Brazil
pp. 1518-1519

Anonymizing collections of tree-structured data (Abstract)

Olga Gkountouna , National Technical University of Athens, Greece
Manolis Terrovitis , Institute for the Management of Information Systems, Greece
pp. 1520-1521

Enabling scalable geographic service sharing with weighted imprecise Voronoi cells (Abstract)

Xike Xie , Department of Computer Science, Aalborg University, Denmark
Peiquan Jin , School of Comp. Sci. & Tech., University of Science and Technology of China, China
Man Lung Yiu , Department of Computing, Hong Kong Polytechnic University, Hong Kong
Jiang Du , School of Comp. Sci. & Tech., University of Science and Technology of China, China
Christian S. Jensen , Department of Computer Science, Aalborg University, Denmark
Mingxuan Yuan , Huawei Noah's Ark Lab, Hong Kong
pp. 1522-1523

Beyond millisecond latency kNN search on commodity machine (Abstract)

Bailong Liao , Department of Computer and Information Science, University of Macau, China
Leong Hou U , Department of Computer and Information Science, University of Macau, China
Man Lung Yiu , Department of Computing, Hong Kong Polytechnic University, Hong Kong
Zhiguo Gong , Department of Computer and Information Science, University of Macau, China
pp. 1524-1525

Unsupervised ranking of multi-attribute objects based on principal curves (Abstract)

Chun-Guo Li , College of Mathematics and Information Science, Hebei University, Baoding, China 071002
Xing Mei , Institute of Automation Chinese Academy of Sciences, Beijing, China 100190
Bao-Gang Hu , Institute of Automation Chinese Academy of Sciences, Beijing, China 100190
pp. 1526-1527

Scalable algorithms for nearest-neighbor joins on big trajectory data (Abstract)

Yixiang Fang , Department of Computer Science, The University of Hong Kong, Hong Kong
Reynold Cheng , Department of Computer Science, The University of Hong Kong, Hong Kong
Wenbin Tang , Department of Computer Science, The University of Hong Kong, Hong Kong
Silviu Maniu , Université Paris-Sud, Université Paris-Saclay, Orsay, France
Xuan Yang , Department of Computer Science, The University of Hong Kong, Hong Kong
pp. 1528-1529

Maximizing a record's standing in a relation (Abstract)

Yu Tang , University of Oxford, UK
Yilun Cai , Lenovo Group Ltd, China
Nikos Mamoulis , University of Hong Kong, China
pp. 1530-1531

Structure-preserving subgraph query services (Abstract)

Zhe Fan , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Byron Choi , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Qian Chen , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Jianliang Xu , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Haibo Hu , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, China
Sourav S Bhowmick , School of Computer Engineering, Nanyang Technological University, Singapore
pp. 1532-1533

TrGraph: Cross-network transfer learning via common signature subgraphs (Abstract)

Meng Fang , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
Jie Yin , CSIRO, Australia
Xingquan Zhu , Department of Computer & Electrical Engineering and Computer Science, Florida Atlantic University, USA
Chengqi Zhang , Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, Australia
pp. 1534-1535

Crawling hidden objects with kNN queries (Abstract)

Hui Yan , Department of Computer and Information Science, University of Macau, China
Zhiguo Gong , Department of Computer and Information Science, University of Macau, China
Nan Zhang , Department of Computer Science, The George Washington University, USA
Tao Huang , State Key Laboratory of Computer Science & Technology Center of Software Engineering, Institute of Software, Chinese Academy of Science, China
Hua Zhong , State Key Laboratory of Computer Science & Technology Center of Software Engineering, Institute of Software, Chinese Academy of Science, China
Jun Wei , State Key Laboratory of Computer Science & Technology Center of Software Engineering, Institute of Software, Chinese Academy of Science, China
pp. 1536-1537

Indexing evolving events from tweet streams (Abstract)

Hongyun Cai , School of ITEE, The University of Queensland, Australia
Zi Huang , School of ITEE, The University of Queensland, Australia
Divesh Srivastava , AT&T Labs-Research, USA
Qing Zhang , CSIRO ICT Centre, Australia
pp. 1538-1539

App relationship calculation: An iterative process (Abstract)

Ming Liu , School of Computer Science and Technology, Harbin Institute of Technology, China
Chong Wu , School of Management, Harbin Institute of Technology, China
Xiang-Nan Zhao , Department of Operation, Harbin Bank, China
Chin-Yew Lin , Knowledge Mining Group, Microsoft Research Asia, Beijing, China
Xiao-Long Wang , School of Computer Science and Technology, Harbin Institute of Technology, China
pp. 1540-1541

Efficient probabilistic supergraph search (Abstract)

Wenjie Zhang , School of CSE, UNSW, Australia
Xuemin Lin , School of CSE, UNSW, Australia
Ying Zhang , QCIS, UTS, Australia
Ke Zhu , School of CSE, UNSW, Australia
Gaoping Zhu , School of CSE, UNSW, Australia
pp. 1542-1543

Improving accuracy and robustness of self-tuning histograms by subspace clustering (Abstract)

Andranik Khachatryan , Armsoft LLC, Charents 1, 0025 Yerevan, Armenia
Emmanuel Muller , Hasso Plattner Institute, University of Potsdam, Prof.-Dr.-Helmert-Straße 2-3, 14482, Germany
Klemens Bohm , Karlsruhe Institute of Technology (KIT), 76131, Germany
Christian Stier , FZI Research Center for Information Technology, Software Engineering, Haid-und-Neu-Straße 10-14, 76131 Karlsruhe, Germany
pp. 1544-1545

CrowdOp: Query optimization for declarative crowdsourcing systems (Abstract)

Ju Fan , National University of Singapore, Singapore 117417
Meihui Zhang , Singapore University of Technology and Design, Singapore 487372
Stanley Kok , Singapore University of Technology and Design, Singapore 487372
Meiyu Lu , National University of Singapore, Singapore 117417
Beng Chin Ooi , National University of Singapore, Singapore 117417
pp. 1546-1547

Time-series classification with COTE: The collective of transformation-based ensembles (Abstract)

Anthony Bagnall , School of Computing Sciences, University of East Anglia, Norwich, UK
Jason Lines , School of Computing Sciences, University of East Anglia, Norwich, UK
Jon Hills , School of Computing Sciences, University of East Anglia, Norwich, UK
Aaron Bostrom , School of Computing Sciences, University of East Anglia, Norwich, UK
pp. 1548-1549

A framework for enabling user preference profiling through Wi-Fi logs (Abstract)

Yao-Chung Fan , Department of Computer Science and Engineering, National Chung Hsing University, Taiwan
Yu-Chi Chen , Department of Computer Science, National Tsing Hua University, Taiwan
Kuan-Chieh Tung , Department of Computer Science, National Tsing Hua University, Taiwan
Kuo-Chen Wu , HTC Corporation, Taiwan
Arbee L.P. Chen , Department of Computer Science and Information Engineering, Asia University, Taiwan
pp. 1550-1551

Understanding short texts through semantic enrichment and hashing (Abstract)

Zheng Yu , East China Normal University, China
Haixun Wang , Google Research, USA
Xuemin Lin , East China Normal University, China
Min Wang , Google Research, USA
pp. 1552-1553

Scalable online betweenness centrality in evolving graphs (Abstract)

Nicolas Kourtellis , Telefonica I+D, Barcelona, Spain
Gianmarco De Francisci Morales , Aalto University, Helsinki, Finland
Francesco Bonchi , The ISI Foundation, Torino, Italy
pp. 1580-1581

Application sensitive energy management framework for storage systems (Abstract)

Norifumi Nishikawa , Hitachi America, Ltd., Santa Clara, California 95054, USA
Miyuki Nakano , Advanced Institute of Industrial Technology, Tokyo, Japan
Masaru Kitsuregawa , University of Tokyo, Japan
pp. 1554-1555

Capacity-Constrained Network-Voronoi Diagram (Abstract)

KwangSoo Yang , Computer Science, Florida Atlantic University, USA
Apurv Hirsh Shekhar , Chemical & Biomolecular Engineering, Johns Hopkins University, USA
Dev Oliver , ESRI, USA
Shashi Shekhar , Computer Science, University of Minnesota, USA
pp. 1556-1557

Similar subtree search using extended tree inclusion (Abstract)

Tomoya Mori , Bioinformatics Center, Institute for Chemical Research, Kyoto University, Gokasho, Uji, Japan 611-0011
Atsuhiro Takasu , National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, Japan 101-8430
Jesper Jansson , The Hakubi Project, Kyoto University, Gokasho, Uji, Japan 611-0011
Jaewook Hwang , Bioinformatics Center, Institute for Chemical Research, Kyoto University, Gokasho, Uji, Japan 611-0011
Takeyuki Tamura , Bioinformatics Center, Institute for Chemical Research, Kyoto University, Gokasho, Uji, Japan 611-0011
Tatsuya Akutsu , Bioinformatics Center, Institute for Chemical Research, Kyoto University, Gokasho, Uji, Japan 611-0011
pp. 1558-1559

Change-point detection in a sequence of bags-of-data (Abstract)

Kensuke Koshijima , Recruit Jobs Co., Ltd, Tokyo, Chuo-ku Ginza 7-3-5, Japan
Hideitsu Hino , University of Tsukuba, Ibaraki, Tennodai 1-1-1, Japan
Noboru Murata , Waseda University, Tokyo, Shinjuku-ku, Ohkubo 3-4-1, Japan
pp. 1560-1561

Reputation aggregation in peer-to-peer network using differential gossip algorithm (Abstract)

Ruchir Gupta , Computer Science & Engineering, IIITDM Jabalpur, India
Yatindra Nath Singh , Electrical Engineering, IIT, Kanpur, India
pp. 1562-1563

Differentially private frequent itemset mining via transaction splitting (Abstract)

Sen Su , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Shengzhi Xu , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Xiang Cheng , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Zhengyi Li , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
Fangchun Yang , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, China
pp. 1564-1565

Location aware keyword query suggestion based on document proximity (Abstract)

Shuyao Qi , University of Hong Kong, China
Dingming Wu , Shenzhen University, China
Nikos Mamoulis , University of Ioannina, Greece
pp. 1566-1567

The prediction of venture capital co-investment based on structural balance theory (Abstract)

Yun Zhou , State Key Laboratory of High Performance Computing, National University of Defense Technology, Changsha, Hunan 410073, China
Zhiyuan Wang , State Key Laboratory of High Performance Computing, National University of Defense Technology, Changsha, Hunan 410073, China
Jie Tang , Tsinghua University, Beijing 100084, China
Jar-Der Luo , Tsinghua University, Beijing 100084, China
pp. 1568-1569

XACML policy evaluation with dynamic context handling (Abstract)

Nariman Ammar , Department of Computer Science, Wayne State University, Detroit, Michigan, USA
Zaki Malik , Department of Computer Science, Wayne State University, Detroit, Michigan, USA
Abdelmounaam Rezgui , Department of Computer Science and Engineering, New Mexico Tech, Socorro, USA
Elisa Bertino , Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA
pp. 1570-1571

kNNVWC: An efficient k-nearest neighbours approach based on Various-Widths Clustering (Abstract)

Abdulmohsen Almalawi , School of Computer Science and IT, King Abdulaziz University, Jeddah, Saudi Arabia
Adil Fahad , College of Computer Science and IT, Al Baha University, Saudi Arabia
Zahir Tari , School of Computer Science and IT, RMIT University, Melbourne, Australia
Muhammad Aamir Cheema , Faculty of Information Technology, Monash University, Clayton, Vic. 3168, Australia
Ibrahim Khalil , School of Computer Science and IT, RMIT University Melbourne, Australia
pp. 1572-1573

Fast best-effort search on graphs with multiple attributes (Abstract)

Senjuti Basu Roy , Institute of Technology, University of Washington Tacoma, USA
Tina Eliassi-Rad , Department of Computer Science, Rutgers University, USA
Spiros Papadimitriou , Business School, Rutgers University, USA
pp. 1574-1575

Top-k spatio-textual similarity join (Abstract)

Huiqi Hu , Department of Computer Science, Tsinghua University, Beijing, China
Guoliang Li , Department of Computer Science, Tsinghua University, Beijing, China
Zhifeng Bao , Computer Science & Info Tech, RMIT University, Australia
Jianhua Feng , Department of Computer Science, Tsinghua University, Beijing, China
Yongwei Wu , Department of Computer Science, Tsinghua University, Beijing, China
Zhiguo Gong , Department of Computer and Information Science, University of Macau, China
Yaoqiang Xu , Department of Computer Science, Tsinghua University, Beijing, China
pp. 1576-1577

Joint search by social and spatial proximity (Abstract)

Kyriakos Mouratidis , School of Information Systems, Singapore Management University, Singapore
Jing Li , Department of Computer Science, University of Hong Kong, China
Yu Tang , Department of Computer Science, University of Hong Kong, China
Nikos Mamoulis , Department of Computer Science, University of Hong Kong, China
pp. 1578-1579
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