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ISSN: 1041-4347

E-Tree: An Efficient Indexing Structure for Ensemble Models on Data Streams (Abstract)

Peng Zhang , Chinese Academy of Sciences, Beijing
Chuan Zhou , Chinese Academy of Sciences, Beijing
Peng Wang , Chinese Academy of Sciences, Beijing
Byron J. Gao , Texas State University - San Marcos, San Marcos
Xingquan Zhu , Florida Atlantic University, Boca Raton
Li Guo , Chinese Academy of Sciences, Beijing

Cost Optimization of the Supply Chain Network Using Genetic Algorithms (Abstract)

Henry C. W. Lau , The Hong Kong Polytechnic University, Kowloon
T. M. Chan , The Hong Kong Polytechnic University, Kowloon
Wan Ting Tsui , The Hong Kong Polytechnic University, Kowloon
G.T.S. Ho , The Hong Kong Polytechnic University, Kowloon

Distribution-Aware Crowdsourced Entity Collection (Abstract)

Ju Fan , J. Fan is with the Key Lab of Data Engineering and Knowledge Engineering and the School of Information, Renmin University of China.(email:fanj@ruc.edu.cn)

Platform-independent Robust Query Processsing (Abstract)

Srinivas Karthik Venkatesh , Database Systems Lab, Indian Institute of Science, Bangalore, India. (e-mail: srinivas,haritsa@dsl.serc.iisc.ernet.in).

Inferring Higher-Order Structure Statistics of Large Networks From Sampled Edges (Abstract)

Pinghui Wang , MOE Key Laboratory for Intelligent Networks and Network Security, Xi’an Jiaotong University. P.O. Box 1088, No. 28, Xianning West Road, Xi’an Jiaotong University, Xi’an, Shaanxi, 710049, China.(email:phwang@mail.xjtu.edu.cn)

l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items (Abstract)

Sang-Wook Kim , College of Information Sciences and Technology, The Pennsylvania State University, PA, USA.(email:jongwuklee@skku.edu)

Passive and Partially Active Fault Tolerance for Massively Parallel Stream Processing Engines (Abstract)

Li Su , Department of Mathematics and Computer Science, University of Southern Denmark, Odense, Odense Denmark (e-mail: lsu@imada.sdu.dk)
Yongluan Zhou , Department of Computer Science, University of Copenhagen, Copenhagen, Copenhagen Denmark (e-mail: zhou@di.ku.dk)

Efficient Detection of Soft Concatenation Mapping (Abstract)

Hao LIU , Business Intelligence Lab, Baidu Research, Beijing, Beijing China (e-mail: hliuag@cse.ust.hk)
Jiang Xiao , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: jiangxiao@ust.hk)
Haoyu Tan , CSE, HKUST, N/A, n/a Hong Kong (e-mail: hytan@cse.ust.hk)
Qiong Luo , Computer Secience and Engineering, The Hong Kong University of Science and Technology, Hong Kong, Kowloon Hong Kong 00000 (e-mail: luo@cse.ust.hk)
Jintao Zhao , Electronic Payment Lab, UnionPay Inc., Shanghai, Shanghai China (e-mail: zhaojintao@unionpay.com)
Lionel M. Ni , the Department of Computer and Information Science, University of Macau, Macao, Macao Macao (e-mail: ni@umac.mo)

Approximate Order-Sensitive k-NN Queries over Correlated High-Dimensional Data (Abstract)

Yu Gu , School of Computer Science and Engineering, Northeastern University, China, Shenyang, Liaoning China (e-mail: guyu@mail.neu.edu.cn)
Yandan Guo , School of Computer Science and Engineering, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: guoyandan2011@163.com)
Yang Song , School of Computer Science and Engineering, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: songyang1610558@stumail.neu.edu.cn)
Xiangmin Zhou , School of Computer Science & Info Tech., RMIT University, Melbourne, Victoria Australia (e-mail: xiangmin.zhou@rmit.edu.au)
Ge Yu , School of Computer Science and Engineering, Northeastern University, Shenyang, Liaoning China (e-mail: yuge@mail.neu.edu.cn)

A New Query Recommendation Method Supporting Exploratory Search Based on Search Goal Shift Graphs (Abstract)

Chao Ma , Information Science and Engineering, Northeastern University, 12434 Shenyang, liaoning China 110004 (e-mail: macmacmac@yeah.net)
Bin Zhang , Information science and engineering, Northeastern University, Shenyang, Liaoning China (e-mail: zhangbin@mail.neu.edu.cn)

Efficient Detection of Overlapping Communities Using Asymmetric Triangle Cuts (Abstract)

Mojtaba Rezvani , Research School of Computer Science, Australian National University, Canberra, Australian Capital Territory Australia 2601 (e-mail: mojtaba.rezvani@anu.edu.au)
Weifa Liang , Computer Science, Australian National University, Canberra, Australian Capital Territory Australia 2601 (e-mail: wliang@cs.anu.edu.au)
Chengfei Liu , Faculty of ICT, Swinburne University of Technology, Melbourne, Victoria Australia 3122 (e-mail: cliu@swin.edu.au)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China (e-mail: yu@se.cuhk.edu.hk)

Matching Heterogeneous Event Data (Abstract)

Yu Gao , School of Software, Tsinghua University, 12442 Beijing, Beijing China (e-mail: gaoyu15@mails.tsinghua.edu.cn)
Shaoxu Song , School of Software, Tsinghua University, Beijing, Beijing China (e-mail: sxsong@tsinghua.edu.cn)
Xiaochen Zhu , Tsinghua University, School of Software, Beijing, Beijing China 100084 (e-mail: zhu-xc10@mails.tsinghua.edu.cn)
Jianmin Wang , Tsinghua University, School of Software, Beijing, Beijing China 100084 (e-mail: jimwang@tsinghua.edu.cn)
Xiang Lian , Department of Computer Science, Kent State University, Kent, Ohio United States 44242 (e-mail: xlian@kent.edu)
Lei Zou , Institute of Computer Science and Technology, Peking University, Beijing, Beijing China (e-mail: zoulei@pku.edu.cn)

Rule-based Entity Resolution on Database with hidden temporal Information (Abstract)

Hongzhi Wang , Computer Science and Technology, Harbin Institute of Technology, Harbin, Heilongjiang China 150001 (e-mail: wangzh@hit.edu.cn)
Xiaoou Ding , Computer Science and Technology, Harbin Institute of Technology, Harbin, Heilongjiang China (e-mail: dingxiaoou@stu.hit.edu.cn)
Jianzhong Li , Computer Science and Engineering, Harbin Institue of Technology, Harbin, Heilongjiang China 150001 (e-mail: lijzh@hit.edu.cn)
Hong Gao , Computer Science and Engineering, Harbin Institute of Technology, Harbin, Heilongjiang China 150001 (e-mail: honggao@hit.edu.cn)

Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-guided Feature Learning across Multiple Tasks (Abstract)

Weizhong Zhang , State Key Lab of CAD&CG, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zhangweizhongzju@gmail.com)
Tingjin Luo , College of Science, National University of Defense Technology, 58294 Changsha, Hunan China (e-mail: tingjinluo@gmail.com)
Shuang Qiu , Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Michigan United States (e-mail: shuangqiu.umich@gmail.com)
Jieping Ye , Computational Medicine and Bioinformatics, University of Michigan, 1259 Ann Arbor, Michigan United States (e-mail: jieping@gmail.com)
Deng Cai , State Key Lab of CAD&CG, Zhejiang Univerisity, Hangzhou, Zhejiang China (e-mail: dengcai@gmail.com)
Xiaofei He , State Key Lab of CAD&CG, Zhejiang University, Hangzhou, Zhejiang China 310058 (e-mail: xiaofeihe@cad.zju.edu.cn)
Jie Wang , Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan United States (e-mail: jiewangustc@gmail.com)

Conditional Reliability in Uncertain Graphs (Abstract)

Arijit Khan , CS, Nanyang Technological University, 54761 Singapore, Singapore Singapore 639798 (e-mail: arijit.khan@ntu.edu.sg)
Francesco Bonchi , Null, ISI, Torino, Null Italy (e-mail: francesco.bonchi@isi.it)
Francesco Gullo , R&D department, UniCredit, Rome, Rome Italy (e-mail: gullofgullo@gmail.com)
Andreas Nufer , Computer Science, ETH Zurich, Zurich, Zurich Switzerland (e-mail: anufer@student.ethz.ch)

BEATS: Blocks of Eigenvalues Algorithm for Time series Segmentation (Abstract)

Aurora Gonzalez-Vidal , Department of Information and Communication Systems Engineering, University of Murcia, Murcia, Murcia Spain (e-mail: aurora.gonzalez2@um.es)
Payam Barnaghi , ICS, University of Surrey, Guildford, Surrey United Kingdom of Great Britain and Northern Ireland (e-mail: p.barnaghi@surrey.ac.uk)
Antonio F. Skarmeta , Department of Information and Communication Systems Engineering, University of Murcia, Murcia, Murcia Spain (e-mail: skarmeta@um.es)

SLA Definition for Multi-tenant DBMS and its Impact on Query Optimization (Abstract)

Shaoyi Yin , Paul Sabatier University, Institut de Recherche en Informatique de Toulouse (IRIT), Toulouse, Haute Garonne France (e-mail: shaoyi.yin@irit.fr)
Abdelkader Hameurlain , Paul Sabatier University, Institut de Recherche en Informatique de Toulouse (IRIT), Toulouse, Haute Garonne France (e-mail: hameurlain@irit.fr)
Franck Morvan , Paul Sabatier University, Institut de Recherche en Informatique de Toulouse (IRIT), Toulouse, Haute Garonne France (e-mail: morvan@irit.fr)

Online Product Quantization (Abstract)

Donna Xu , CAI, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: doxu2620@gmail.com)
Ivor Tsang , CAI, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: ivor.tsang@uts.edu.au)
Ying Zhang , CAI, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: Ying.Zhang@uts.edu.au)

NHAD: Neuro-Fuzzy Based Horizontal Anomaly Detection In Online Social Networks (Abstract)

vishal sharma , Department of Information Security Engineering, Soonchunhyang University, 37969 Asan, Chungcheongnam-do Korea (the Republic of) (e-mail: vishal_sharma2012@hotmail.com)
RAVINDER KUMAR , Computer Science & Engineering, Thapar University, Patiala, Punjab India 147004 (e-mail: ravinder@thapar.edu)
Wen-Huang Cheng , Research Center for IT Innovation, Academia Sinica, Taipei, Taiwan Taiwan (e-mail: whcheng@citi.sinica.edu.tw)
Mohammed Atiquzzaman , School of Computer Science, University of Oklahoma, Norman, Oklahoma United States (e-mail: atiq@ou.edu)
Kathiravan Srinivasan , Computer Science and Information Engineering, National I-Lan University, 63371 Yilan, Yilan Taiwan 206 (e-mail: kathiravan@niu.edu.tw)
Albert Zomaya , School of Information Technologies, The University of Sydney, Sydney, New South Wales Australia 2006 (e-mail: albert.zomaya@sydney.edu.au)

Classifier Ensemble by Exploring Supplementary Ordering Information (Abstract)

Ou Wu , Center for Applied Mathematics, Tianjin University, Tianjin, Tianjin China (e-mail: wuou@nlpr.ia.ac.cn)

Partially Related Multi-Task Clustering (Abstract)

Xiaotong Zhang , School of Software, Dalian University of Technology, Dalian, Liaoning China (e-mail: zxt.dut@hotmail.com)
Xianchao Zhang , School of Software, Dalian University of Technology, Dalian, Liaoning China (e-mail: xczhang@dlut.edu.cn)
Han Liu , School of Software, Dalian University of Technology, Dalian, Liaoning China 116024 (e-mail: liu.han.dut@gmail.com)
Xinyue Liu , School of Software, Dalian University of Technology, Dalian, Liaoning China (e-mail: xyliu@dlut.edu.cn)

EMOMA: Exact Match in One Memory Access (Abstract)

Salvatore Pontarelli , Electronic engineering, University of Rome, rome, Italy Italy 00133 (e-mail: pontarelli@ing.uniroma2.it)
Pedro Reviriego , Ing Informatica, Universidasd Nebrija, Madrid, Madrid Spain (e-mail: previrie@nebrija.es)
Michael Mitzenmacher , Department of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts United States (e-mail: michaelm@eecs.harvard.edu)

Semi-supervised ensemble clustering based on selected constraint projection (Abstract)

Zhiwen Yu , School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: zhwyu@scut.edu.cn)
Peinan Luo , School of Computer Science and Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: 411139073@qq.com)
Jiming Liu , Department of Computer Science, Hong Kong Baptist University, Kowloon Tong, -- Hong Kong -- (e-mail: jiming@hkbu.edu.hk)
Jane J. You , Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong China (e-mail: csyjia@comp.polyu.edu.hk)
Hau San Wong , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong - (e-mail: cshswong@cityu.edu.hk)
Guoqiang Han , School of Computer Science and Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China (e-mail: csgqhan@scut.edu.cn)
Jun Zhang , School of Computer Science and Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China (e-mail: csjun@scut.edu.cn)

Dynamic Data Exchange in Distributed RDF Stores (Abstract)

Anthony Potter , Computer Science, The University of Oxford, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland (e-mail: anthony.potter@cs.ox.ac.uk)
Boris Motik , Computer Science, The University of Oxford, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland OX1 3QD (e-mail: boris.motik@cs.ox.ac.uk)
Yavor Nenov , Computer Science, University of Oxford, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland (e-mail: yavor.nenov@cs.ox.ac.uk)
Ian Horrocks , Computer Science, University of Oxford, Oxford, Oxfordshire United Kingdom of Great Britain and Northern Ireland (e-mail: ian.horrocks@cs.ox.ac.uk)

Uncertain Graph Sparsification (Abstract)

Panos Parchas , CSE, Hong Kong University of Science and Technology, 58207 Kowloon, Clear Water Bay Hong Kong (e-mail: pparchas@cse.ust.hk)
Nikolaos Papailiou , CSE, National Technical University of Athens, 68994 Athens, Null Greece (e-mail: npapa@cslab.ece.ntua.gr)
Dimitris Papadias , Department of Computer Science, Hong Kong University of Science and Technology, Hong Kong, NULL Hong Kong NULL (e-mail: dimitris@cs.ust.hk)
Francesco Bonchi , Null, ISI, Torino, Null Italy (e-mail: francesco.bonchi@isi.it)

Privacy-Preserving Collaborative Model Learning: The Case of Word Vector Training (Abstract)

Qian Wang , The Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, Hubei China (e-mail: qianwang@whu.edu.cn)
Minxin Du , The Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, Hubei China (e-mail: duminxin@whu.edu.cn)
Xiuying Chen , The Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, Hubei China (e-mail: xychen@whu.edu.cn)
Yanjiao Chen , School of Computer Science, Wuhan University, Wuhan, Hubei China (e-mail: chenyj.thu@gmail.com)
Pan Zhou , School of Electronic Information and Communications, Huazhong University of Science and Technology, wuhan, Hubei China (e-mail: panzhou@hust.edu.cn)
Xiaofeng Chen , State Key Laboratory of Integrated Service Networks, Xidian university, Xi'an, Shannxi China 710071 (e-mail: xfchen@xidian.edu.cn)
Xinyi Huang , School of Mathematics and Computer Science, Fujian Normal University, Fuzhou, Fujian China 350000 (e-mail: xyhuang81@gmail.com)

Topology-driven Diversity for Targeted Influence Maximization with Application to User Engagement in Social Networks (Abstract)

Antonio Calio , DIMES, University of Calabria, 87036 Rende, Cosenza Italy (e-mail: a.calio@dimes.unical.it)
Roberto Interdonato , Cirad, UMR TETIS, Montpellier, Occitanie France (e-mail: roberto.interdonato@cirad.fr)
Chiara Pulice , Dept. Computer Science, Dartmouth College, Hanover, New Hampshire United States (e-mail: chiara.pulice@dartmouth.edu)
Andrea Tagarelli , DIMES, University of Calabria, 87036 Rende, Cosenza Italy (e-mail: tagarelli@dimes.unical.it)

A Thorough Evaluation of Distance-Based Meta-Features for Automated Text Classification (Abstract)

Sergio Canuto , Departament of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil (e-mail: sergiodaniel@dcc.ufmg.br)
Daniel Xavier Sousa , Departament of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil (e-mail: dxsousa@dcc.ufmg.br)
Marcos Andre Goncalves , Departament of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais Brazil (e-mail: mgoncalv@dcc.ufmg.br)
Thierson Couto Rosa , Informatics Institute, Universidade Federal de Goias, 67824 Goiania, GO Brazil (e-mail: thierson@inf.ufg.br)

Inferring Cognitive Wellness from Motor Patterns (Abstract)

Yiqiang Chen , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China 100190 (e-mail: yqchen@ict.ac.cn)
Chunyu Hu , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: huchunyu@ict.ac.cn)
Bin Hu , School of Information Science and Engineering, Lanzhou Uiversity, Lanzhou, Gansu Province China 730000 (e-mail: bh@lzu.edu.cn)
Lisha Hu , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: hulisha@ict.ac.cn)
Han Yu , School of Computer Science and Engineering (SCSE), Nanyang Technological University, Singapore, Singapore Singapore (e-mail: han.yu@ntu.edu.sg)
Chunyan Miao , School of Computer Science and Engineering (SCSE), Nanyang Technological University, Singapore, Singapore Singapore (e-mail: ascymiao@ntu.edu.sg)

Attributed Social Network Embedding (Abstract)

Lizi Liao , School of Computing, National University of Singapore, Singapore 117417, Computing Drive Singapore (e-mail: liaolizi.llz@gmail.com)
Xiangnan He , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: xiangnanhe@gmail.com)
Hanwang Zhang , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Block N4 #02b-67, Nanyang Avenue Singapore (e-mail: hanwangzhang@gmail.com)
Tat-Seng Chua , School of Computing, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: dcscts@nus.edu.sg)

Diverse Relevance Feedback for Time Series with Autoencoder Based Summarizations (Abstract)

Bahaeddin Eravci , Computer Engineering, Bilkent University, Ankara, Turkey Turkey (e-mail: beravci@gmail.com)
Hakan Ferhatosmanoglu , Computer Engineering, Bilkent University, Çankaya, Ankara Turkey (e-mail: hakan@cs.bilkent.edu.tr)

A General Framework for Implicit and Explicit Social Recommendation (Abstract)

Chin-Chi Hsu , Institute of Information Science, Academia Sinica, 38017 Taipei, Taipei Taiwan (e-mail: chinchi@iis.sinica.edu.tw)
Mi-Yen Yeh , Institution of Information Science, Academia Sinica, Taipei, Taiwan Taiwan (e-mail: miyen@iis.sinica.edu.tw)
Shou-de Lin , Computer Science and Information Engineering, National Taiwan University, Taipei, N/A Taiwan 106 (e-mail: sdlin@csie.ntu.edu.tw)

High-order Proximity Preserved Embedding For Dynamic Networks (Abstract)

Dingyuan Zhu , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: zhudy11@mails.tsinghua.edu.cn)
Peng Cui , Computer Science and Technology, Tsinghua University, Beijing, Beijing China (e-mail: cuip@tsinghua.edu.cn)
Ziwei Zhang , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: zw-zhang16@mails.tsinghua.edu.cn)
Jian Pei , School of Computing Science, Simon Fraser Univeristy, Burnaby, British Columbia Canada V5A 1S6 (e-mail: jpei@cs.sfu.ca)
Wenwu Zhu , Department of Computer Science, Tsinghua Univerisity, Beijing, Beijing China (e-mail: wwzhu@tsinghua.edu.cn)

Ensemble Learning for Multi-type Classification in Heterogeneous Networks (Abstract)

Francesco Serafino , Computer Science, University of Bari Aldo Moro, Bari, BA Italy (e-mail: francesco.serafino@uniba.it)
Gianvito Pio , Computer Science, University of Bari Aldo Moro, Bari, BA Italy (e-mail: gianvito.pio@uniba.it)
Michelangelo Ceci , Department of Computer Science, University of Bari, Bari, ba Italy 70125 (e-mail: michelangelo.ceci@uniba.it)

Order-Sensitive Imputation for Clustered Missing Values (Abstract)

Qian Ma , School of Computer Science and Engineering, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: maqian_neu@163.com)
Yu Gu , School of Computer Science and Engineering, Northeastern University, China, Shenyang, Liaoning China (e-mail: guyu@mail.neu.edu.cn)
Wang-Chien Lee , Computer Science and Engineering, Penn State University, University Park, Pennsylvania United States 16802 (e-mail: wlee@cse.psu.edu)
Ge Yu , Computing Center, Northeastern University, Shenyang, Liaoning China (e-mail: yuge@mail.neu.edu.cn)

Achieving Data Truthfulness and Privacy Preservation in Data Markets (Abstract)

Chaoyue Niu , Department of Computer Science and Engineering, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: rvincency@gmail.com)
Zhenzhe Zheng , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, Shanghai China (e-mail: zhengzhenzhe220@gmail.com)
Fan Wu , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, ShangHai China (e-mail: fwu@cs.sjtu.edu.cn)
Xiaofeng Gao , Department of Computer Science and Engineering, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: gao-xf@cs.sjtu.edu.cn)
Guihai Chen , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, ShangHai China (e-mail: gchen@cs.sjtu.edu.cn)

A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join (Abstract)

Zimeng Zhou , Computer Science, City University of Hong Kong Department of Computer Science, 262071 HK, Hong Kong Hong Kong (e-mail: zmzhou4-c@my.cityu.edu.hk)
Chenyun Yu , CS, City University of Hong Kong, 53025 Kowloon, HongKong China (e-mail: yuchenyun0425@gmail.com)
Sarana Nutanong , Computer Science, City University of Hong Kong Department of Computer Science, 262071 HK, Hong Kong Hong Kong (e-mail: snutanon@cityu.edu.hk)
Yufei Cui , Computer Science, City University of Hong Kong Department of Computer Science, 262071 Kowloon, Hong Kong Hong Kong (e-mail: yufeicui3-c@my.cityu.edu.hk)
Chenchen Fu , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: chencfu2@cityu.edu.hk)
Chun Jason Xue , Computer Science, City University of Hong Kong, HK, HK Hong Kong (e-mail: jasonxue@cityu.edu.hk)

An Efficient Method for High Quality and Cohesive Topical Phrase Mining (Abstract)

Bing Li , School of Computer Science and Enginnering, Northeastern University, 12434 Shenyang, Liaoning China (e-mail: libing@stumail.neu.edu.cn)
Xiaochun Yang , School of Informantion Science and Engineering, Northeast University, Shenyang, Liaoning China 110004 (e-mail: yangxc@mail.neu.edu.cn)
Rui Zhou , Department of Computer Science and Software Engineering, Swinburne University of Technology, 3783 Hawthorn, Victoria Australia (e-mail: rui.zhou@vu.edu.au)
Bin Wang , Computer Science, Northeastern University, Shenyang, Liaoning China 110004 (e-mail: binwang@mail.neu.edu.cn)
Chengfei Liu , Faculty of ICT, Swinburne University of Technology, Melbourne, Victoria Australia 3122 (e-mail: cliu@swin.edu.au)
Yanchun Zhang , School of Computer Science and Mathematics, Victoria University, Melbourne, Victoria Australia (e-mail: yanchun.zhang@vu.edu.au)

Top-k Durable Graph Pattern Queries on Temporal Graphs (Abstract)

Konstantinos Semertzidis , Dept. of Computer Science & Engineering, University of Ioannina, Ioannina, Ioannina Greece (e-mail: ksemer@cs.uoi.gr)
Evaggelia Pitoura , Computer Science, University of Ioannina, Ioannina, Greece Greece GR45110 (e-mail: pitoura@cs.uoi.gr)

Finding Optimal Skyline Product Combinations under Price Promotion (Abstract)

xu zhou , College of Information Science and Engineering, hunan university, changsha, hunan China (e-mail: zhouxu2006@126.com)
Kenli Li , College of Information Science and Engineering, Hunan unversity, Changsha, Hunan China (e-mail: lkl@hnu.edu.cn)
zhibang yang , Department of Mathematics and Computer Science, Changsha University, 121868 Changsha, Hunan China (e-mail: yangzhibang2006@126.com)
Keqin Li , Dept. of Computer Science, State University of New York, New Paltz, New York United States 12561 (e-mail: lik@newpaltz.edu)

Efficient evaluation of multi-column selection predicates in main-memory (Abstract)

David Broneske , Computer Science Faculty, University of Magdeburg, Magdeburg, Sachsen-Anhalt Germany 39106 (e-mail: david.broneske@ovgu.de)
Veit Koppen , University Library, University of Magdeburg, Magdeburg, Sachsen-Anhalt Germany (e-mail: veit.koeppen@ovgu.de)
Gunter Saake , Computer Science Faculty, University of Magdeburg, Magdeburg, Sachsen-Anhalt Germany (e-mail: gunter.saake@ovgu.de)
Martin Schaeler , Computer Sciences, Karlsruher Institut fur Technologie, 150232 Karlsruhe, Baden-Württemberg Germany 76131 (e-mail: martin.schaeler@kit.edu)

Adaptive Cost-Sensitive Online Classification (Abstract)

Peilin Zhao , School of Software Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: peilinzhao@hotmail.com)
Yifan Zhang , School of Software Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: sezyifan@mail.scut.edu.cn)
Min Wu , Data Analytic Department, Insitute for Infocomm Research, Singapore, Singapore Singapore (e-mail: wumin@i2r.a-star.edu.sg)
Steven C.H. Hoi , School of Information Systems, Singapore Management University, Singapore, Singapore Singapore 17890 (e-mail: chhoi@smu.edu.sg)
Mingkui Tan , School of Software Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China (e-mail: mingkuitan@scut.edu.cn)
Junzhou Huang , AI Lab, Tencent, Shenzhen, Guangdong China (e-mail: joehhuang@tencent.com)

Quantifying Differential Privacy in Continuous Data Release under Temporal Correlations (Abstract)

Yang Cao , Mathematics and Computer Science, Emory University, Atlanta, Georgia United States (e-mail: soyo2011@gmail.com)
Masatoshi Yoshikawa , Graduate School of Informatics, Kyoto University, Kyoto, Kyoto Japan 606-8501 (e-mail: yoshikawa@i.kyoto-u.ac.jp)
Yonghui Xiao , unknown, Google Inc, 93176 Mountain View, California United States (e-mail: yohuxiao@gmail.com)
Li Xiong , Mathematics and Computer Science, Emory University, Atlanta, Georgia United States (e-mail: lxiong@emory.edu)

Engineering Methods for Differentially Private Histograms: Efficiency Beyond Utility (Abstract)

Georgios Kellaris , CRCS, Harvard University, 1812 Cambridge, Massachusetts United States 02138 (e-mail: gkellaris83@gmail.com)
Stavros Papadopoulos , CSAIL, Massachusetts Institute of Technology, 2167 Cambridge, Massachusetts United States (e-mail: stavrosp@csail.mit.edu)
Dimitris Papadias , Computer Science and Engineering, Hong Kong University of Science and Technology, 58207 Kowloon, New Territories Hong Kong (e-mail: dimitris@cse.ust.hk)

Scalable Linear Algebra on a Relational Database System (Abstract)

Shangyu Luo , Computer Science, Rice University Department of Computer Science, 220847 Houston, Texas United States (e-mail: lsyurd@gmail.com)
Zekai Gao , Computer Science, Rice University, Houston, Texas United States (e-mail: jacobgao@gmail.com)
Michael Gubanov , Computer Science, University of Texas, San Antonio, San Antonio, Texas United States (e-mail: mikhail.gubanov@utsa.edu)
Luis Leopoldo Perez , Computer Science, Rice University, Houston, Texas United States (e-mail: lperezp@gmail.com)
Chris Jermaine , CISE, University of Florida, Gainesville, Florida United States 32611 (e-mail: cmj4@rice.edu)

Scalable Interactive Dynamic Graph Clustering on Multicore CPUs (Abstract)

Mai Thai Son , Department of Computer Science, University of Grenoble Alpes, Grenoble, Grenoble France (e-mail: mtson@cs.au.dk)
Sihem Amer-Yahia , Department of Computer Science, CNRS, University of Grenoble Alpes, Grenoble, Grenoble France (e-mail: sihem.amer-yahia@univ-grenoble-alpes.fr)
Ira Assent , Computer Science, Aarhus University, Aarhus, Midtjylland Denmark (e-mail: ira@cs.au.dk)
Mathias Birk , Department of Computer Science, Aarhus Universitet, 1006 Aarhus, Aarhus Denmark (e-mail: mathias.sb@gmail.com)
Martin Storgaard Dieu , Department of Computer Science, Aarhus Universitet, 1006 Aarhus, Aarhus Denmark (e-mail: martin@storgaarddieu.com)
Jon Jacobsen , Department of Computer Science, Aarhus Universitet, 1006 Aarhus, Aarhus Denmark (e-mail: jon1991_12@hotmail.com)
Jesper Kristensen , Department of Computer Science, Aarhus Universitet, 1006 Aarhus, Aarhus Denmark (e-mail: jesper.m.kristensen@gmail.com)

Fast Cosine Similarity Search in Binary Space with Angular Multi-index Hashing (Abstract)

Sepehr Eghbali , Electrical and Computer Engineering, University of Wagterloo, Waterloo, Ontario Canada N2L 3G1 (e-mail: s2eghbal@uwaterloo.ca)
Ladan Tahvildari , Electrical & Computer Enginnering, University of Waterloo, Waterloo, Ontario Canada N2L 3G1 (e-mail: ltahvild@uwaterloo.ca)

HCBC: A Hierarchical Case-Based Classifier Integrated with Conceptual Clustering (Abstract)

Qi Zhang , Computer Science and Technology, Beijing Institute of Technology, 47833 Beijing, Beijing China 100081 (e-mail: zhangqi_cs@bit.edu.cn)
Chongyang Shi , Compute Science and Technology, Beijing Institute of Technology, 47833 Beijing, Beijing China (e-mail: cy_shi@bit.edu.cn)
Zhendong Niu , School of Computer Science and Technology, Beijing Institute of Technology, Beijing, Beijing China (e-mail: zniu@bit.edu.cn)
Longbing Cao , Computer Science, UTS, Sydney, New South Wales Australia (e-mail: longbing.cao@gmail.com)

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data (Abstract)

Hong Cao , McLaren Development Center, McLaren Applied Technologies, Singapore, Singapore Singapore (e-mail: sstarcao@gmail.com)
Kevin Chang , Computer Science, University of Illinois at Urbana-Champaign, Urbana, Illinois United States (e-mail: kcchang@illinois.edu)

Harnessing Multi-source Data about Public Sentiments and Activities for Informed Design (Abstract)

Linlin You , Future Urban Mobility, Singapore-MIT Alliance for Research and Technology Centre, 208287 Singapore, Singapore Singapore (e-mail: linlin@smart.mit.edu)
Bige Tuncer , Architecture and Sustainable Design, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: bige_tuncer@sutd.edu.sg)
Hexu Xing , Architecture and Sustainable Design, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: hexu_xing@sutd.edu.sg)

Heuristic and Cost-based Optimization for Diverse Provenance Tasks (Abstract)

Xing Niu , Computer Science, Illinois Institute of Technology, Chicago, Illinois United States (e-mail: xniu7@hawk.iit.edu)
Raghav Kapoor , Computer Science, Illinois Institute of Technology College of Science, 146315 Chicago, Illinois United States (e-mail: rkapoor7@hawk.iit.edu)
Boris Glavic , Computer Science, University of Toronto, Toronto, Ontario Canada M5S 2E4 (e-mail: bglavic@iit.edu)
Dieter Gawlick , Databases, Oracle, Redwood City, California United States 94065 (e-mail: dieter.gawlick@oracle.com)
Zhen Hua Liu , Server Technology, Oracle, RedWood Shores, California United States 94051 (e-mail: zhen.liu@oracle.com)
Vasudha Krishnaswamy , -, Oracle Corp, 50301 Redwood City, California United States (e-mail: vasudha.krishnaswamy@oracle.com)
Venkatesh Radhakrishnan , CS, YugaByte, Sunnyvale, California United States (e-mail: venkatesh@yugabyte.com)

Efficient Mining of Frequent Patterns on Uncertain Graphs (Abstract)

Yifan Chen , College of System Engineering, National University of Defense Technology, Changsha, Hunan China (e-mail: yfchen@nudt.edu.cn)
Xiang Zhao , College of System Engineering, National University of Defense Technology, Changsha, Hunan China (e-mail: xiangzhao@nudt.edu.cn)
Xuemin Lin , CSE, UNSW, Sydney, New South Wales Australia 2052 (e-mail: xueminlin.TKDE@gmail.com)
Yang Wang , Faculty of Electronical Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China (e-mail: wangy@cse.unsw.edu.au)
Deke Guo , School of System Engineering, National University of Defense Technology, Changsha, Hunan China (e-mail: dekeguo@nudt.edu.cn)

NAIS: Neural Attentive Item Similarity Model for Recommendation (Abstract)

Xiangnan He , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117417 (e-mail: xiangnanhe@gmail.com)
Zhenkui He , School of Computer Science, Fudan University, 12478 Shanghai, Shanghai China (e-mail: zkhe15@fudan.edu.cn)
Jingkuan Song , department of applied science and engineering, Columbia University Fu Foundation School of Engineering and Applied Science, 116460 NEW YORK, New York United States 10027 (e-mail: jingkuan.song@gmail.com)
Zhenguang Liu , I2R, Agency for Science Technology and Research, 54759 Singapore, Singapore Singapore (e-mail: liuzhenguang2008@gmail.com)
Yu-Gang Jiang , School of Computer Science, Fudan University, Shanghai, Shanghai China (e-mail: ygj@fudan.edu.cn)
Tat-Seng Chua , School of Computing, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: dcscts@nus.edu.sg)

Community detection in multi-layer networks using joint nonnegative matrix factorization (Abstract)

Xiaoke Ma , School of Computer Science and Technology, Xidian University, 47905 Xian, Shaanxi China 710071 (e-mail: xkma@xidian.edu.cn)
Di Dong , Institute of Automation, Chinese Academy of Science, Beijing, Beijing China (e-mail: di.dong@ia.ac.cn)
Quan Wang , School of Computer Science and Technology, Xidian University, 47905 Xian, Shaanxi China (e-mail: qwang@xidian.edu.cn)

Predicting Consumption Patterns with Repeated and Novel Events (Abstract)

Dimitrios Kotzias , Information and Computer Sciences, University of California Irvine Donald Bren School of Information and Computer Sciences, 197210 Irvine, California United States 92697 (e-mail: dkotzias@ics.uci.edu)
Moshe Lichman , Information and Computer Sciences, University of California Irvine Donald Bren School of Information and Computer Sciences, 197210 Irvine, California United States (e-mail: mlichman@ics.uci.edu)
Padhraic Smyth , Information and Computer Sciences, University of California, Irvine, Irvine, California United States (e-mail: smyth@ics.uci.edu)

I/O Efficient Core Graph Decomposition: Application to Degeneracy Ordering (Abstract)

Dong Wen , FEIT, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: dong.wen@student.uts.edu.au)
Lu Qin , QCIS, the University of Technology, Sydney, New South Wales Australia (e-mail: lu.qin@uts.edu.au)
Ying Zhang , QCIS, UTS, Sydney, New South Wales Australia (e-mail: Ying.Zhang@uts.edu.au)
Xuemin Lin , CSE, UNSW, Sydney, New South Wales Australia 2052 (e-mail: xueminlin.TKDE@gmail.com)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)

Supergraph Search in Graph Databases via Hierarchical Feature-Tree (Abstract)

Bingqing Lyu , CSE, East China Normal University, Shanghai, Shanghai China (e-mail: lvbingqings@gmail.com)
Lu Qin , QCIS, the University of Technology, Sydney, New South Wales Australia (e-mail: lu.qin@uts.edu.au)
Xuemin Lin , CSE, UNSW, Sydney, New South Wales Australia 2052 (e-mail: xueminlin.TKDE@gmail.com)
Lijun Chang , CSE, University of New South Wales, Sydney, New South Wales Australia (e-mail: Lijun.Chang@sydney.edu.au)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China (e-mail: yu@se.cuhk.edu.hk)

Collaboratively Tracking Interests for User Clustering in Streams of Short Texts (Abstract)

Shangsong Liang , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, Guangdong China (e-mail: liangshangsong@gmail.com)
Emine Yilmaz , Department of Computer Science, University College London, 4919 London, England United Kingdom of Great Britain and Northern Ireland (e-mail: emine.yilmaz@ucl.ac.uk)
Evangelos Kanoulas , Informatics Institute, University of Amsterdam, Amsterdam, Netherlands Netherlands (e-mail: E.Kanoulas@uva.nl)

Heterogeneous Information Network Embedding for Recommendation (Abstract)

Chuan Shi , School of Computer, Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: shichuan@bupt.edu.cn)
Binbin Hu , computer science, Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: hubinbin@bupt.edu.cn)
Xin Zhao , School of Information, Renmin University of China, Beijing, Beijing China (e-mail: batmanfly@gmail.com)
Philip Yu , Computer Science, UIC, Chicago, Illinois United States 60607 (e-mail: psyu@cs.uic.edu)

An Efficient Semi-supervised Multi-label Classifier Capable of Handling Missing Labels (Abstract)

Amirhossein Hosseini Akbarnejad , Computer Engineering, Sharif University of Technology, 68260 Tehran, Tehran Iran (the Islamic Republic of) (e-mail: akbarnejad@ce.sharif.edu)
Mahdieh Soleymani Baghshah , Computer Department, Sharif Univ Technol, Tehran, Tehran Iran (the Islamic Republic of) 1458889694 (e-mail: soleymani@sharif.edu)

Similarity Measures for SQL Query Clustering (Abstract)

Gokhan Kul , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States 14260 (e-mail: gokhanku@buffalo.edu)
Duc Thanh Anh Luong , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States (e-mail: ducthanh@buffalo.edu)
Ting Xie , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States (e-mail: tingxie@buffalo.edu)
Varun Chandola , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States (e-mail: chandola@buffalo.edu)
Oliver Kennedy , Comp. Sci. and Eng., SUNY Buffalo, Buffalo, New York United States 14260 (e-mail: okennedy@buffalo.edu)
Shambhu Upadhyaya , Computer Science and Engineering, University at Buffalo - The State University of New York, 12292 Buffalo, New York United States (e-mail: shambhu@buffalo.edu)

Detecting Pickpocket Suspects from Large-Scale Public Transit Records (Abstract)

Bowen Du , State Key Laboratory of Software Development Environment, Beihang University, Beijing, Beijing China (e-mail: dubowen@buaa.edu.cn)
Chuanren Liu , Decision Science and Management Information Systems Department, Drexel University, Philadelphia, Pennsylvania United States (e-mail: chuanren.liu@drexel.edu)
Wenjun Zhou , Business Analytics and Statistics, University of Tennessee, Knoxville, Tennessee United States (e-mail: wzhou7@gmail.com)
Zhenshan Hou , State Key Lab of Software Development Environment, Beihang University, 12633 Beijing, Beijing China (e-mail: zhh@buaa.edu.cn)
Hui Xiong , MSIS, Rutgers University, Newark, New Jersey United States (e-mail: hxiong@rutgers.edu)

Towards Confidence Interval Estimation in Truth Discovery (Abstract)

Houping Xiao , Computer Science and Engineering, University at Buffalo - The State University of New York, 12292 Buffalo, New York United States 14260 (e-mail: houpingx@buffalo.edu)
Jing Gao , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States (e-mail: jing@buffalo.edu)
Qi Li , Computer Science and Engineering, SUNY Buffalo, Buffalo, New York United States (e-mail: qli22@buffalo.edu)
Fenglong Ma , Computer Science and Engineering, University at Buffalo, Buffalo, New York United States (e-mail: fenglong@buffalo.edu)
Lu Su , Computer Science and Engineering, SUNY Buffalo, Buffalo, New York United States (e-mail: lusu@buffalo.edu)
Yunlong Feng , Mathematics and Statistics, University at Albany State University of New York, 1084 Albany, New York United States (e-mail: yunlong.feng@esat.kuleuven.be)
Aidong Zhang , Computer Science and Engineering, State University of New York at Buffalo, Buffalo, New York United States 14260-2000 (e-mail: azhang@buffalo.edu)

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data (Abstract)

Yanjie Fu , Computer Science, Missouri University of Science and Technology, 14717 Rolla, Missouri United States (e-mail: yanjiefoo@gmail.com)
Guannan Liu , Information Systems, Beihang University, 12633 Beijing, Beijing China (e-mail: guannliu@gmail.com)
Yong Ge , Management Information Systems, University of Arizona, 8041 Tucson, Arizona United States (e-mail: ygestrive@gmail.com)
Pengyang Wang , Computer Science, Missouri University of Science and Technology, 14717 Rolla, Missouri United States (e-mail: pwqt3@mst.edu)
Hengshu Zhu , Big Data Lab, Baidu Research, Beijing, Beijing China (e-mail: zhuhengshu@gmail.com)
Chunxiao Li , Management Information Systems, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: chunxiaoli@asu.edu)
Hui Xiong , MSIS, Rutgers University, Newark, New Jersey United States (e-mail: hxiong@rutgers.edu)

A Correlation-based Feature Weighting Filter for Naive Bayes (Abstract)

Liangxiao Jiang , Department of Computer Science, China University of Geosciences, Wuhan, HuBei China (e-mail: ljiang@cug.edu.cn)
Lungan Zhang , Hubei Key Laboratory of Intelligent Geo-Information Processing, China University of Geosciences, 12564 Wuhan, Hubei China (e-mail: lunganzhang@gmail.com)
Chaoqun Li , Department of Mathematics, China University of Geosciences, Wuhan, HuBei China (e-mail: chqli@cug.edu.cn)
Jia Wu , Department of Computing, Macquarie University, Sydney, New South Wales Australia 2109 (e-mail: jia.wu@mq.edu.au)

C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join (Abstract)

Hangyu Li , Computer Science, City University of Hong Kong, 53025 Kowloon, Hong Kong Hong Kong (e-mail: hangyuli3-c@my.cityu.edu.hk)
Sarana Nutanong , Information science and Technology, School of Information Science and Technology, VISTEC, VISTEC Thailand (e-mail: snutanon@vistec.ac.th)
Hong Xu , Computer Science, City University of Hong Kong, Kowloon Tong, Kowloon Hong Kong (e-mail: henry.xu@cityu.edu.hk)
Chenyun Yu , Computer Science, City University of Hong Kong, 53025 Kowloon, HongKong Hong Kong (e-mail: chenyunyu4-c@my.cityu.edu.hk)
Foryu Ha , Computer Science, City University of Hong Kong, 53025 Kowloon, Hong Kong Hong Kong (e-mail: foryuha2-c@my.cityu.edu.hk)

Stacked Robust Adaptively Regularized Auto-regressions for Domain Adaptation (Abstract)

Wenhao Jiang , Tencent AI Lab, Tencent, 508929 Shenzhen, Guangdong China (e-mail: cswhjiang@gmail.com)
Hongchang Gao , Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania United States (e-mail: hongchanggao@gmail.com)
Wei Lu , School of Management and Economics, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: luwei@uestc.edu.cn)
Wei Liu , Tencent AI Lab, Tencent, 508929 Shenzhen, Guangdong China (e-mail: wliu@columbia.edu)
Fu-Lai Chung , Computing, Hong Kong Polytechnic University, Hong Kong, N.A. Hong Kong (e-mail: cskchung@comp.polyu.edu.hk)
Heng Huang , Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania United States (e-mail: heng.huang@pitt.edu)

Progressive Approaches for Pareto Optimal Groups Computation (Abstract)

Xu Zhou , College of Information Science and Engineering, hunan university, changsha, hunan China (e-mail: zhouxu2006@126.com)
Kenli Li , College of Information Science and Engineering, Hunan unversity, Changsha, Hunan China 410082 (e-mail: lkl@hnu.edu.cn)
Zhibang Yang , Department of Mathematics and Computer Science, Changsha University, 121868 Changsha, Hunan China (e-mail: yangzhibang2006@126.com)
Guoqing Xiao , Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan Province China 410082 (e-mail: xiaoguoqing@hnu.edu.cn)
Keqin Li , Dept. of Computer Science, State University of New York, New Paltz, New York United States 12561 (e-mail: lik@newpaltz.edu)

Robust Image Hashing with Tensor Decomposition (PDF)

Zhenjun Tang , Department of Computer Science, Guangxi Normal University, Guilin, Guangxi China 541004 (e-mail: tangzj230@163.com)
Lv Chen , Department of Computer Science, Guangxi Normal University, 12388 Guilin, Guangxi China (e-mail: 403642208@qq.com)
Xianquan Zhang , Department of Computer Science, Guangxi Normal University, Guilin, Guangxi China 541004 (e-mail: zxq6622@126.com)
Shichao Zhang , College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi China 541004 (e-mail: zhangsc@csu.edu.cn)

Nonnegative matrix factorization with side information for time series recovery and prediction (Abstract)

Jiali Mei , Institut de Mathématique d'Orsay, Universite Paris-Sud, 27048 Orsay, Île-de-France France (e-mail: jiali.mei@m4x.org)
Yohann De Castro , Institut de Mathématique d'Orsay, Universite Paris-Sud, 27048 Orsay, Île-de-France France (e-mail: yohann.decastro@math.u-psud.fr)
Yannig Goude , OSIRIS, EDF Lab Saclay, 444409 Palaiseau, Essonne France (e-mail: yannig.goude@edf.fr)
Jean-Marc Azais , Institut de Mathématiques, Universite Toulouse III Paul Sabatier, 27091 Toulouse, Midi-Pyrénées France (e-mail: jean-marc.azais@math.univ-toulouse.fr)
Georges Hebrail , ICAME, EDF R&D, Palaiseau, Ile de France France (e-mail: georges.hebrail@edf.fr)

Webpage Depth Viewability Prediction using Deep Sequential Neural Networks (Abstract)

Chong Wang , Information Systems, New Jersey Institute of Technology, 5965 Newark, New Jersey United States (e-mail: cw87@njit.edu)
Shuai Zhao , Martin Tuchman School of Management, New Jersey Institute of Technology, 5965 Newark, New Jersey United States (e-mail: sz255@njit.edu)
Achir Kalra , revenue operations & strategic partnerships, Forbes Media LLC, 43605 Jersey City, New Jersey United States (e-mail: akalra@forbes.com)
Cristian Borcea , Computer Science, NJIT, Newark, New Jersey United States 07102 (e-mail: borcea@njit.edu)
Yi Chen , Martin Tuchman School of Management, NJIT, Newark, New Jersey United States (e-mail: yi.chen@njit.edu)

Comments Mining With TF-IDF: The Inherent Bias and Its Removal (Abstract)

Inbal Yahav , Graduate School of Business Administration, Universitat Bar-Ilan, 26731 Ramat Gan, NA Israel 52900 (e-mail: inbal.yahav@biu.ac.il)
Onn Shehory , Graduate School of Business Administration, Universitat Bar-Ilan, 26731 Ramat Gan, NA Israel (e-mail: Onn.Shehory@biu.ac.il)
David Schwartz , Graduate School of Business Administration, Universitat Bar-Ilan, 26731 Ramat Gan, NA Israel (e-mail: david.schwartz@biu.ac.il)

Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems (Abstract)

Michail Vlachos , IBM Research, Zurich, Switzerland (e-mail: michalis0@gmail.com)
Celestine Duenner , IBM Research, Zurich, Switzerland (e-mail: cdu@zurich.ibm.com)
Reinhard Heckel , Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005 USA (e-mail: reinhard.heckel@gmail.com)
Vassilios G. Vassiliadis , IBM Research, Zurich, Switzerland (e-mail: vva@zurich.ibm.com)
Thomas Parnell , IBM Research, Zurich, Switzerland (e-mail: thomas.parnell@gmail.com)
Kubilay Atasu , IBM Research, Zurich, Switzerland (e-mail: kat@zurich.ibm.com)

A General Theory of IR Evaluation Measures (Abstract)

Marco Ferrante , Dept. of Mathematics, University of Padua, Padova, Italy Italy (e-mail: ferrante@math.unipd.it)
Nicola Ferro , Dept. of Information Engineering, University of Padua, Padova, Italy Italy 35131 (e-mail: ferro@dei.unipd.it)
Silvia Pontarollo , Dept. of Mathematics, University of Padua, Padova, Italy Italy (e-mail: spontaro@math.unipd.it)

Automated Discovery of Process Models from Event Logs: Review and Benchmark (Abstract)

Adriano Augusto , Institute of Computer Science, University of Tartu, Tartu, N/A Estonia (e-mail: adriano.augusto@ut.ee)
Raffaele Conforti , School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria Australia (e-mail: raffaele.conforti@unimelb.edu.au)
Marlon Dumas , Institute of Computer Science, University of Tartu, Tartu, N/A Estonia (e-mail: marlon.dumas@ut.ee)
Marcello La Rosa , School of Computing and Information Systems, University of Melbourne, Melbourne, Victoria Australia (e-mail: marcello.larosa@unimelb.edu.au)
Fabrizio M. Maggi , Institute of Computer Science, University of Tartu, Tartu, Tartumaa Estonia (e-mail: f.m.maggi@ut.ee)
Andrea Marrella , Dipartimento di Ingegneria Informatica, Automatica e Gestionale, Sapienza University of Rome, Rome, Rome Italy (e-mail: marrella@diag.uniroma1.it)
Massimo Mecella , Dipartimento di Ingegneria Informatica, Automatica e Gestionale, Sapienza University of Rome, Rome, Rome Italy (e-mail: mecella@diag.uniroma1.it)
Allar Soo , Institute of Computer Science, University of Tartu, Tartu, Tartumaa Estonia (e-mail: allar.soo@gmail.com)

Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload (Abstract)

Peng Peng , Colleague of Computer Science and Electronic Engineering, Hunan University, Changsha, Hunan China (e-mail: hnu16pp@foxmail.com)
Lei Zou , Institute of Computer Science and Technology, Peking University, Beijing, Beijing China (e-mail: zoulei@pku.edu.cn)
Lei Chen , CSE, HKUST, Hong KOng, Hong Kong Hong Kong (e-mail: leichen@cse.ust.hk)
Dongyan Zhao , Institute of Compute Science and Technology, Peking University, Beijing, Beijing China (e-mail: zhaody@pku.edu.cn)

A Utility-optimized Framework for Personalized Private Histogram Estimation (Abstract)

Yiwen Nie , Computer Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: nyw2016@mail.ustc.edu.cn)
Wei Yang , School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui China (e-mail: qubit@ustc.edu.cn)
Liusheng Huang , Computer Science and Technology Department, University of Science and Technology of China, Hefei, Anhui China 230027 (e-mail: lshuang@ustc.edu.cn)
Xike Xie , Dept. of Computer Science, Aalborg University, Aalborg, Aalborg Denmark (e-mail: xkxie@ustc.edu.cn)
Zhenhua Zhao , School of Computer Science and Technology, University of Science and Technology of China, 12652 Hefei, Anhui China (e-mail: hzq@mail.ustc.edu.cn)
Shaowei Wang , Department of Computer Science and Technology, University of Science and Technology of China, 12652 Hefei, Anhui China 230026 (e-mail: wangsw@mail.ustc.edu.cn)

A Comparative Study of Ontology Matching Systems via Inferential Statistics (Abstract)

Majid Mohammadi , Technology policy and management, Technical university of Delft, Delft, Zuid-Hollands Netherlands 2628BX (e-mail: m.mohammadi@tudelft.nl)
Wout Hofman , TNO, TNO, Delft, Zuid-holland Netherlands (e-mail: wout.hofman@tno.nl)
Yao-Hua Tan , Technology policy and management, Technische Universiteit Delft, 2860 Delft, Zuid-Holland Netherlands (e-mail: y.tan@tudelft.nl)

A New Formulation of Linear Discriminant Analysis for Robust Dimensionality Reduction (Abstract)

Haifeng Zhao , College of Computer Science and Technology, Anhui University, 12487 Hefei, Anhui China (e-mail: senith@163.com)
Zheng Wang , School of Computer Science and Center for OPTical IMagery Analysis and Learning (OPTIMAL), Northwestern Polytechnical University, 26487 Xi'an, Shaanxi China (e-mail: zhengwangml@gmail.com)
Feiping Nie , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: feipingnie@gmail.com)

Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information (Abstract)

Yang Yang , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: dlyyang@gmail.com)
Yaqian Duan , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: duyaki@sina.com)
Xinze Wang , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: angie0727@foxmail.com)
Zi Huang , School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, Queensland Australia (e-mail: huang@itee.uq.edu.au)
Ning Xie , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: seanxiening@gmail.com)
Heng Tao Shen , School of Computer Science and Engineering, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuhan China 610054 (e-mail: shenhengtao@hotmail.com)

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data (Abstract)

Punit Rathore , Electrical and Electronics Engineering, The University of Melbourne, Melbourne, Victoria Australia 3010 (e-mail: prathore@student.unimelb.edu.au)
Dheeraj Kumar , Lyles School of Civil Engineering, Purdue University, West Lafayette, Indiana United States (e-mail: kumar299@purdue.edu.au)
James C. Bezdek , Electrical and Computer Engineering, University of Missouri, Columbia, Missouri United States (e-mail: jcbezdek@gmail.com)
Sutharshan Rajasegarar , School of Information Technology, Deakin University, Geelong, Victoria Australia (e-mail: srajas@deakin.edu.au)
Marimuthu S. Palaniswami , Electrical and Electronic Engg, The University of Melbourne, Melbourne, Victoria Australia 3010 (e-mail: palani@unimelb.edu.au)

Normalization of Duplicate Records from Multiple Sources (Abstract)

Yongquan Dong , School of Computer Science and Technology, Jiangsu Normal University, 12675 Xuzhou, Jiangsu China 221116 (e-mail: tomdyq@163.com)
E. C. Dragut , Cyber Center, Purdue University, West Lafayette, Indiana United States (e-mail: edragut@temple.edu)
Weiyi Meng , Department of Computer Science, Binghamton University, Binghamton, New York United States 13902-6000 (e-mail: meng@cs.binghamton.edu)

Fast Failure Recovery in Vertex-centric Distributed Graph Processing Systems (Abstract)

Wei Lu , Computer Science, Renmin University of China, 12471 Beijing, Beijing China 100872 (e-mail: lu-wei@ruc.edu.cn)
Yanyan Shen , Computer Science and Engineering, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: shenyy@sjtu.edu.cn)
Tongtong Wang , Computer Science, Renmin University of China, 12471 Beijing, Beijing China (e-mail: wangtongtong@ruc.edu.cn)
Meihui Zhang , Information Systems Technology and Design, Singapore University of Technology and Design, Singapore, Singapore Singapore (e-mail: meihui_zhang@bit.edu.cn)
Hosagrahar Visvesvaraya Jagadish , Computer Science and Engineering, University of Michigan, Ann Arbor, Michigan United States (e-mail: jag@umich.edu)
Xiaoyong Du , School of Information, Renmin University of China, Beijing, Beijing China (e-mail: duyong@ruc.edu.cn)

Structure-Preserved Unsupervised Domain Adaptation (Abstract)

Hongfu Liu , ECE, Northeastern University, Somerville, Massachusetts United States 02145 (e-mail: liu.hongf@husky.neu.edu)
Ming Shao , Department of Computer and Information Science, University of Massachusetts Dartmouth, Dartmouth, Massachusetts United States (e-mail: mshao@umassd.edu)
Zhengming Ding , Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts United States (e-mail: allanding@ece.neu.edu)
Yun Fu , ECE, Northeastern University, Boston, Massachusetts United States (e-mail: yunfu@ece.neu.edu)

Generalized Gaussian Mechanism for Differential Privacy (Abstract)

Fang Liu , Applied and Computational Mathematics and Statistics, University of Notre Dame, 6111 Notre Dame, Indiana United States (e-mail: fang.liu.131@nd.edu)

A note on the behavior of majority voting in multi-class domains with biased annotators (Abstract)

Jeronimo Hernandez-Gonzalez , Intelligent Systems Group, Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia - San Sebastián, Gipuzkoa Spain E-20018 (e-mail: jeronimo.hernandez@ehu.eus)
Inaki Inza , Computer Science and Artificial Intelligence, University of the Basque Country, San Sebastian, Gipuzkoa Spain (e-mail: inaki.inza@ehu.es)
Jose A. Antonio Lozano , Department of Computer Science and Artificial Intelligence, University of the Basque Country, San Sebastian-Donostia, Gipuzkoa Spain (e-mail: ja.lozano@ehu.es)

On Spatial-Aware Community Search (Abstract)

Yixiang Fang , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong China (e-mail: yxfang@cs.hku.hk)
Zheng Wang , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: zwang@cs.hku.hk)
Reynold Cheng , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong Hong Kong 0 (e-mail: ckcheng@cs.hku.hk)
Xiaodong Li , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: xdli@cs.hku.hk)
Siqiang Luo , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: sqluo@cs.hku.hk)
Jiafeng Hu , Computer Science, University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: jhu@cs.hku.hk)
Xiaojun Chen , College of Computer Science and Software, Shenzhen University, 47890 Shenzhen, Guangdong China 518060 (e-mail: xjchen@szu.edu.cn)

Co-Clustering via Information-Theoretic Markov Aggregation (Abstract)

Clemens Bloechl , N/A, Rohde und Schwarz GmbH und Co KG, 84530 Muenchen, Bavaria Germany (e-mail: clemens.bloechl@web.de)
Rana Ali Amjad , Institute for Communications Engineering, Technical University of Munich, Munich, Bavaria Germany (e-mail: ranaali.amjad@tum.de)
Bernhard Claus Geiger , Signal Processing and Speech Communication Lab, Technische Universitat Graz, 27253 Graz, Styria Austria (e-mail: geiger@ieee.org)

Viral Cascade Probability Estimation and Maximization in Diffusion Networks (Abstract)

Arman Sepehr , Department of Computer Engineering, Sharif University of Technology, Tehran 68260, Iran (the Islamic Republic of) (e-mail: sepehr@ce.sharif.edu)
Hamid Beigy , Department of Computer Engineering, Sharif University of Technology, Tehran 68260, Iran (the Islamic Republic of) 11365 (e-mail: beigy@sharif.edu)

On Optimal Privacy Engineering for the Smart Micro-Grid (Abstract)

Ranjan Pal , Computer Science, University of Southern California, Los Angeles, California United States (e-mail: rpal@usc.edu)
Pan Hui , Computer Science, Yrkeshogskolan Sydvast - Helsingfors, 86566 Helsingfors, Helsinki Finland (e-mail: pan.hui@helsinki.fi)
Viktor K. Prasanna , EE-Systems, University of Southern California, Los Angeles, California United States 90089 (e-mail: prasanna@usc.edu)

CFOND: Consensus Factorization for Co-Clustering Networked Data (Abstract)

Ting Guo , Centre of Quantum Computation & Intelligent Systems Faculty of Engineering and Information Technology, University of Technology, Sydney, Sydney, New South Wales Australia (e-mail: ting.guo-1@student.uts.edu.au)
Shirui Pan , Centre of Quantum Computation & Intelligent Systems Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: Shirui.Pan@uts.edu.au)
Xingquan Zhu , CEECS, Florida Atlantic University, Boca Raton, Florida United States (e-mail: hill.zhu@gmail.com)
Chengqi Zhang , Centre for quantum computation and intelligent systems, University of Technology, Sydney, Sydney, New South Wales Australia (e-mail: Chengqi.Zhang@uts.edu.au)

Efficient Feature Selection via $l_{2,0}$-norm Constrained Sparse Regression (Abstract)

Tianji Pang , School of Automation, Northwestern Polytechnical University, 26487 Xi'an, Shaanxi China (e-mail: pangtj911@gmail.com)
Feiping Nie , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: feipingnie@gmail.com)
Junwei Han , School of Automation, Northwestern Polytechnical University, Xi'an, Shaanxi China (e-mail: junweihan2010@gmail.com)
Xuelong Li , Chinese Academy of Sciences, Chinese Academy of Sciences, Xi'an, China, Shaanxi China (e-mail: xuelong_li@opt.ac.cn)

Bayesian Sparse Topical Coding (Abstract)

Min Peng , Computer School, Wuhan University, 12390 Wuhan, Hubei China (e-mail: pengm@whu.edu.cn)
Qianqian Xie , Computer School, Wuhan University, 12390 Wuhan, Hubei China 430072 (e-mail: xieq@whu.edu.cn)
Hua Wang , CAI, College of Scis and Engineering, Melbourne, Victoria Australia (e-mail: hua.wang@vu.edu.au)
Yanchun Zhang , College of Engineering and Sciences, Victoria University, Melbourne, Victoria Australia (e-mail: yanchun.zhang@vu.edu.au)
Gang Tian , Computer School, Wuhan University, 12390 Wuhan, Hubei China (e-mail: tiang2008@whu.edu.cn)

PrivateGraph: Privacy-Preserving Spectral Analysis of Encrypted Graphs in the Cloud (Abstract)

Sagar Sharma , Computer Science and Engineering, Wright State University, Dayton, Ohio United States (e-mail: sharma.74@wright.edu)
James Powers , Computer Science and Engineering, Wright State University, Dayton, Ohio United States (e-mail: powers.4@wright.edu)
Keke Chen , Computer Science and Engineering, Wright State University, Dayton, Ohio United States 45435 (e-mail: keke.chen@wright.edu)

Latent Ability Model: A Generative Probabilistic Learning Framework for Workforce Analytics (Abstract)

Zhiling Luo , Computer Science, Zhejiang University, Hangzhou, Zhejiang Province China (e-mail: luozhiling@zju.edu.cn)
Ling Liu , College of Computing, Georgia Institute of Technology, Atlanta, Georgia United States (e-mail: lingliu@cc.gatech.edu)
Jianwei Yin , Computer Science, Zhejiang University, Hangzhou, Zhejiang Province China (e-mail: zjuyjw@cs.zju.edu.cn)
Ying Li , Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: cnliying@zju.edu.cn)
Zhaohui Wu , Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: wzh@zju.edu.cn)

DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks (Abstract)

Libin Zheng , Comptuer Science, Hong Kong University of Science and Technology, Hong Kong, HK Hong Kong (e-mail: zhenglibinmax@gmail.com)
Lei Chen , Comptuer Science, Hong Kong University of Science and Technology, Hong Kong, HK Hong Kong hong kong (e-mail: leichen@cs.ust.hk)

FROG: A Fast and Reliable Crowdsourcing Framework (Abstract)

Peng Cheng , Computer Science and Engineering, Hong Kong University of Science and Technology, 58207 Kowloon, HK Hong Kong (e-mail: pchengaa@cse.ust.hk)
Xiang Lian , Department of Computer Science, Kent State University, Kent, Ohio United States 44242 (e-mail: xlian@kent.edu)
Xun Jian , Comptuer Science, Hong Kong University of Science and Technology, Hong Kong, HK Hong Kong (e-mail: xjian@cse.ust.hk)
Lei Chen , Comptuer Science, Hong Kong University of Science and Technology, Hong Kong, HK Hong Kong hong kong (e-mail: leichen@cs.ust.hk)

HyperX: A Scalable Hypergraph Framework (Abstract)

Wenkai Jiang , The School of Computing and Information System, University of Melbourne, 2281 Melbourne, Victoria Australia 3010 (e-mail: wenkaij1@student.unimelb.edu.au)
Jianzhong Qi , Computing and Information Systems, University of Melbourne, Parkville, Victoria Australia 3052 (e-mail: jianzhong.qi@unimelb.edu.au)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)
Jin Huang , Department of Computer Science, The University of Melbourne, Melbourne, Victoria Australia (e-mail: soone@iojin.com)
Rui Zhang , Computer Science, University of Melbourne, Carlton, Victoria Australia 3053 (e-mail: rui.zhang@unimelb.edu.au)

A Survey on Network Embedding (Abstract)

Peng Cui , Computer Science Department, Tsinghua University, Beijing, Beijing China (e-mail: cuip@tsinghua.edu.cn)
Xiao Wang , Computer Science, Tsinghua University, Beijing, Beijing China (e-mail: wangxiao007@mail.tsinghua.edu.cn)
Jian Pei , School of Computing Science, Simon Fraser Univeristy, Burnaby, British Columbia Canada (e-mail: jpei@cs.sfu.ca)
Wenwu Zhu , Department of Computer Science, Tsinghua Univerisity, Beijing, Beijing China (e-mail: wwzhu@tsinghua.edu.cn)

Real-Time Change Point Detection with application to Smart Home Time Series Data (Abstract)

Samaneh AminiKhanghahi , Computer Science, Washington State University, 6760 Pullman, Washington United States (e-mail: s.aminikhanghahi@wsu.edu)
Tinghui Wang , School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington United States (e-mail: wang@wsu.edu)
Diane J. Cook , EECS, Washington State University, Pullman, Washington United States 99164 (e-mail: cook@eecs.wsu.edu)

A Cost Model for SPARK SQL (Abstract)

Matteo Golfarelli , DISI, University of Bologna, Cesena, FC Italy 47521 (e-mail: matteo.golfarelli@unibo.it)
Lorenzo Baldacci , DISI, Universita degli Studi di Bologna Polo Scientifico-Didattico di Cesena, 96970 Cesena, Emilia Romagna Italy 47521 (e-mail: lorenzo.baldacci@unibo.it)

Learning customer behavior for effective load forecasting (Abstract)

Xishun Wang , School of Computing and Information Technology, University of Wollongong, 8691 Wollongong, New South Wales Australia 2522 (e-mail: xw357@uowmail.edu.au)
Minjie Zhang , School of Computing and Information Technology, University of Wollongong, Wollongong, New South Wales Australia (e-mail: minjie@uow.edu.au)
Fenghui Ren , School of Computing and Information Technology, University of Wollongong, Wollongong, New South Wales Australia (e-mail: fren@uow.edu.au)

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation (Abstract)

Tong Xu , School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui China (e-mail: tongxu@ustc.edu.cn)
Hengshu Zhu , Talent Intelligence Center, Baidu Inc., Beijing, Beijing China (e-mail: zhuhengshu@baidu.com)
Hao Zhong , Rutgers Business School, Rutgers The State University of New Jersey, 242612 Newark, New Jersey United States (e-mail: h.zhong31@rutgers.edu)
Guannan Liu , School of Economics and Management, Beihang University, 12633 Beijing, Beijing China (e-mail: liugn@buaa.edu.cn)
Hui Xiong , MSIS, Rutgers University, Newark, New Jersey United States (e-mail: hxiong@rutgers.edu)
Enhong Chen , School of Computer Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: cheneh@ustc.edu.cn)

Modeling the Parameter Interactions in Ranking SVM with Low-rank Approximation (Abstract)

Jun Xu , CAS Key Lab of Network Data Science and Technology, Institute of computing technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: junxu@ict.ac.cn)
Wei Zeng , CAS Key Lab of Network Data Science and Technology, Institute of computing technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: zengwei@software.ict.ac.cn)
Yanyan Lan , Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: lanyanyan@ict.ac.cn)
Jiafeng Guo , Key Laboratory of Network Data Science and Technology, Chinese Academy of Sciences, Beijing, Beijing China 10019 (e-mail: guojiafeng@ict.ac.cn)
Xueqi Cheng , Chines Academy of Sciences, Institute of Computing Technology, Beijing, Beijing China 100080 (e-mail: cxq@ict.ac.cn)

Adversarial Deep Learning Models with Multiple Adversaries (Abstract)

Aneesh Chivukula , Advanced Analytics Institute, University of Technology Sydney Faculty of Engineering and Information Technology, 120558 Sydney, New South Wales Australia (e-mail: AneeshSrivallabh.Chivukula@student.uts.edu.au)
Wei Liu , Advanced Analytics Institute, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: wei.liu@uts.edu.au)

A New Robust Approach for Reversible Database Watermarking With Distortion Control (Abstract)

Donghui Hu , College of Computer Science and Information Engineering, Hefei University of Technology, 12513 Hefei, China/Anhui China 230009 (e-mail: hudh@hfut.edu.cn)
Dan Zhao , College of Computer Science and Information Engineering, Hefei University of Technology, 12513 Hefei, China/Anhui China (e-mail: 2296377616@qq.com)
Shuli Zheng , College of Computer Science and Information Engineering, Hefei University of Technology, 12513 Hefei, China/Anhui China (e-mail: zsl251@163.com)

Modeling and Predicting Community Structure Changes in Time Evolving Social Networks (Abstract)

Etienne Gael Tajeuna , Computer Science, Universite de Sherbrooke, 7321 Sherbrooke, Quebec Canada (e-mail: Etienne.Gael.Tajeuna@usherbrooke.ca)
Mohamed Bouguessa , Computer Science, Universite du Quebec a Montreal, 14845 Montreal, Quebec Canada (e-mail: bouguessa.mohamed@uqam.ca)
Shengrui Wang , Computer Science, Universite de Sherbrooke, 7321 Sherbrooke, Quebec Canada (e-mail: Shengrui.Wang@usherbrooke.ca)

Location Inference for Non-geotagged Tweets in User Timelines (Abstract)

Pengfei Li , Computer Science, Zhejiang University, Hangzhou, Zhejiang China (e-mail: pfl@zju.edu.cn)
Hua Lu , Computer Science, Aalborg University, Aalborg East, Nordjylland Denmark DK-9220 (e-mail: luhua@cs.aau.dk)
Nattiya Kanhabua , Data Science, NTENT, Barcelona, Barcelona Spain (e-mail: nattiya@gmail.com)
Sha Zhao , Department of Computer Science, Zhejiang University, 12377 Hangzhou, Zhejiang China (e-mail: szhao@zju.edu.cn)
Gang Pan , Department of Computer Science, Zhejiang University, Hangzhou, Zhejiang China 310027 (e-mail: gpan@zju.edu.cn)

Schema-agnostic Progressive Entity Resolution (Abstract)

Giovanni Simonini , Engineering "Enzo Ferrari", Universita di Modena e Reggio Emilia, Modena, Modena Italy 41125 (e-mail: giovanni.simonini@unimore.it)
George Papadakis , Dep. of Informatics and Telecommunications, University of Athens, Athens, Attica Greece (e-mail: gpapadis@di.uoa.gr)
Themis Palpanas , Department of Mathematics and Computer Science, Paris Descartes University, Paris, Ile de France France 75006 (e-mail: themis@mi.parisdescartes.fr)
Sonia Bergamaschi , Engineering "Enzo Ferrari", University of Modena and Reggio Emilia, Modena, Please Select (only U.S. / Can / Aus) Italy 41125 (e-mail: sonia.bergamaschi@unimore.it)

A Unified Framework for Community Detection and Network Representation Learning (Abstract)

Cunchao Tu , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China 100084 (e-mail: tucunchao@gmail.com)
Xiangkai Zeng , School of Computer Science, Beihang University, Beijing, Beijing China (e-mail: kevinwirehack@gmail.com)
Hao Wang , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: hwang12@mails.tsinghua.edu.cn)
Zhengyan Zhang , Computer Science and Technology, Tsinghua University, 12442 Beijing, Beijing China (e-mail: zhangzhengyan14@mails.tsinghua.edu.cn)
Zhiyuan Liu , Computer Science and Technology, Tsinghua University, Beijing, Beijing China 100084 (e-mail: liuzy@tsinghua.edu.cn)
Maosong Sun , Computer Science and Technology, Tsinghua University, Beijing, Beijing China (e-mail: sms@tsinghua.edu.cn)
Bo Zhang , WeChat Search Application Department, Tencent, Beijing, Beijing China (e-mail: nevinzhang@tencent.com)
Leyu Lin , WeChat Search Application Department, Tencent, Beijing, Beijing China (e-mail: goshawklin@tencent.com)

Introducing Cuts into a Top-down Process for Checking Tree Inclusion (Abstract)

Yangjun Chen , Applied Computer Science, University of Winnipeg, Winnipeg, Manitoba Canada R3B 2E9 (e-mail: y.chen@uwinnipeg.ca)
Yibin Chen , Dept. Applied Computer science, University of Winnipeg, Winnipeg, Manitoba Canada (e-mail: chenyibin@gmail.com)

Parallel Trajectory-to-Location Join (Abstract)

Shuo Shang , CEMSE, King Abdullah University of Science and Technology, 127355 Thuwal, Thuwal Saudi Arabia (e-mail: jedi.shang@gmail.com)
Lisi Chen , Computer Science, University of Wollongong, 8691 Wollongong, New South Wales Australia (e-mail: chenlisi@comp.hkbu.edu.hk)
Kai Zheng , Computer Science, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: zhengkai@uestc.edu.cn)
Christian S. Jensen , Department of Computer Science, Aalborg University, Aalborg Ost, Aalborg Denmark (e-mail: csj@cs.aau.dk)
Zhewei Wei , School of Information, Renming University, Beijing, Beijing China 100872 (e-mail: zhewei@ruc.edu.cn)
Panos Kalnis , Computer Science, King Abdullah University of Science and Technology, Thuwal, Jeddah Saudi Arabia 23955 (e-mail: panos.kalnis@kaust.edu.sa)

Efficient Representative Subset Selection over Sliding Windows (Abstract)

Yanhao Wang , Department of Computer Science, National University of Singapore School of Computing, 200215 Singapore, Singapore Singapore (e-mail: yanhao90@comp.nus.edu.sg)
Yuchen Li , School of Information Systems, Singapore Management University School of Information Systems, 274434 Singapore, Singapore Singapore (e-mail: liyuchenmike@gmail.com)
Kian-Lee Tan , Department of Computer Science, National University of Singapore School of Computing, 200215 Singapore, Singapore Singapore (e-mail: tankl@comp.nus.edu.sg)

A Novel Feature Incremental Learning Method for Sensor-based Activity Recognition (Abstract)

Chunyu Hu , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: huchunyu@ict.ac.cn)
Yiqiang Chen , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China 100190 (e-mail: yqchen@ict.ac.cn)
Xiaohui Peng , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: pengxiaohui@ict.ac.cn)
Han Yu , School of Computer Science and Enigneering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: han.yu@ntu.edu.sg)
Chenlong Gao , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: gaochenlong@ict.ac.cn)
Lisha Hu , Pervasive Computing Research Center, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China (e-mail: hulisha@ict.ac.cn)

Differentially Private Mixture of Generative Neural Networks (Abstract)

Gergely Acs , Rhone-Alpes, INRIA, Montbonnot, Rhone-Alpes France 38330 (e-mail: acs@crysys.hu)
Luca Melis , Computer Science, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: luca.melis.14@ucl.ac.uk)
Claude Castelluccia , CS, INRIA, Saint Ismier, France France 38334 (e-mail: claude.castelluccia@inria.fr)
Emiliano De Cristofaro , Computer Science, University College London, London, London United Kingdom of Great Britain and Northern Ireland WC1E 6BT (e-mail: e.decristofaro@ucl.ac.uk)

DeepClue: Visual Interpretation of Text-based Deep Stock Prediction (Abstract)

Lei Shi , Institute of Software, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: shijim@gmail.com)
Zhiyang Teng , Computer Science, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: zhiyang_teng@mymail.sutd.edu.sg)
Le Wang , Institute of Software, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: wangle@ios.ac.cn)
Yue Zhang , Computer Science, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: yue_zhang@sutd.edu.sg)
Alexander Binder , Computer Science, Singapore University of Technology and Design, 233793 Singapore, Singapore Singapore (e-mail: alexander_binder@sutd.edu.sg)

IAD: Interaction-Aware Diffusion Framework in Social Networks (Abstract)

Xi Zhang , the Key Laboratory of Trustworthy Distributed Computing and Service (BUPT), Ministry of Education, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: zxwinner@gmail.com)
Yuan Su , the Key Laboratory of Trustworthy Distributed Computing and Service (BUPT), Ministry of Education, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: timsu@bupt.edu.cn)
Siyu Qu , the Key Laboratory of Trustworthy Distributed Computing and Service (BUPT), Ministry of Education, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: qusiyu@bupt.edu.cn)
Sihong Xie , Computer Science and Engineering Department, Lehigh University, 1687 Bethlehem, Pennsylvania United States (e-mail: xiesihong1@gmail.com)
Binxing Fang , the Key Laboratory of Trustworthy Distributed Computing and Service (BUPT), Ministry of Education, Beijing University of Posts and Telecommunications, Beijing, Beijing China (e-mail: fangbx@bupt.edu.cn)
Philip Yu , the Institute for Data Science, Tsinghua University, 12442 Beijing, Beijing China (e-mail: psyu@uic.edu)

Multi-Label Learning from Crowds (Abstract)

Shao-Yuan Li , National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: lisy@lamda.nju.edu.cn)
Yuan Jiang , National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: jiangy@lamda.nju.edu.cn)
Nitesh Chawla , Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, Indiana United States (e-mail: nchawla@nd.edu)
Zhi-Hua Zhou , National Key Lab for Novel Software Technology, Nanjing University, Nanjing, Jiangsu China (e-mail: zhouzh@lamda.nju.edu.cn)

User Preference Analysis for Most Frequent Peer/Dominator (Abstract)

Ke Deng , School of Science, RMIT University, Melbourne, Victoria Australia (e-mail: uqkdeng@gmail.com)
Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Jia Zeng , Research, Huawei Noah Ark Lab Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: Zeng.Jia@huawei.com)
Mingxuan Yuan , Research, Huawei Noah Ark Lab, Hong Kong, Hong Kong Hong Kong (e-mail: Yuan.Mingxuan@huawei.com)
Jun Luo , Research, Lenovo, Hong Kong, Hong Kong Hong Kong (e-mail: ljrogerhk@gmail.com)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)

Pair-Linking for Collective Entity Disambiguation: Two Could Be Better Than All (Abstract)

Minh C. Phan , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: phan0050@e.ntu.edu.sg)
Aixin Sun , School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: axsun@ntu.edu.sg)
Yi Tay , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: ytay017@e.ntu.edu.sg)
Jialong Han , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: jialonghan@gmail.com)
Chenliang Li , School of Cyber Science and Engineering, Wuhan University, Wuhan, Hubei China (e-mail: cllee@whu.edu.cn)

Secure and Efficient Skyline Queries on Encrypted Data (Abstract)

Jinfei Liu , Mathematics and Computer Science, Emory University, 1371 Decatur, Georgia United States 30307 (e-mail: jinfei.liu@emory.edu)
Juncheng Yang , Mathematics and Computer Science, Emory University, 1371 Decatur, Georgia United States (e-mail: juncheng.yang@emory.edu)
Li Xiong , Mathematics and Computer Science, Emory University, Atlanta, Georgia United States (e-mail: lxiong@emory.edu)
Jian Pei , School of Computing Science, Simon Fraser Univeristy, Burnaby, British Columbia Canada V5A 1S6 (e-mail: jpei@cs.sfu.ca)

Relative Pairwise Relationship Constrained Non-negative Matrix Factorisation (Abstract)

Shuai Jiang , Computer Science, Beijing Institute of Technology, 47833 Beijing, Beijing China (e-mail: jiangshuai@bit.edu.cn)
Kan Li , Computer Science, Beijing Institute of Technology, 47833 Beijing, Beijing China (e-mail: likan@bit.edu.cn)
Yi Da Richard Xu , SEDE, University of Technology Sydney Faculty of Engineering and Information Technology, 120558 Sydney, New South Wales Australia (e-mail: yida.xu@uts.edu.au)

Reader Comment Digest Through Latent Event Facets and News Specificity (Abstract)

bei shi , System Engineering and Engineering Management, The Chinese University of Hong Kong, Shatin, NT Hong Kong (e-mail: bshi@se.cuhk.edu.hk)
Wai Lam , Departmnet of Systems Engineering & Engineering Management, The Chinese University of Hong Kong, Shatin, Nil Hong Kong Nil (e-mail: wlam@se.cuhk.edu.hk)

Harmonic Mean Linear Discriminant Analysis (Abstract)

Shuai Zheng , Computer Science and Engineering, The University of Texas at Arlington, Arlington, Texas United States (e-mail: zhengs123@gmail.com)
Chris H.Q. Ding , Computer Science and Engineering, Univer of Texas at Arlington, Arlington, Texas United States 76019 (e-mail: chqding@uta.edu)
Feiping Nie , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: feipingnie@gmail.com)
Heng Huang , Computer Science and Engineering, UTA, Arlington, Texas United States 76019 (e-mail: henghuanghh@gmail.com)

A Survey on Spatial Prediction Methods (Abstract)

Zhe Jiang , Computer Science, the University of Alabama, TUSCALOOSA, Alabama United States (e-mail: zjiang@cs.ua.edu)

Analysis of University Fitness Center Data Uncovers Interesting Patterns, Enables Prediction (Abstract)

Yunshu Du , School of Electrical Engineering & Computer Science, washington state university, pullman, Washington United States 99164-2752 (e-mail: yunshu.du@wsu.edu)
Assefaw Gebremedhin , Electrical Engineering and Computer Science, Washington State University, Pullman, Washington United States 99164 (e-mail: assefaw.gebremedhin@wsu.edu)
Matthew E. Taylor , School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington United States (e-mail: taylorm@eecs.wsu.edu)

An Efficient Algorithm to Compute a Quantum Probability Space (Abstract)

Massimo Melucci , Department of Information Engineering, University of Padua, Padova, Padova Italy (e-mail: massimo.melucci@unipd.it)

A General Domain Specific Feature Transfer Framework for Hybrid Domain Adaptation (Abstract)

Pengfei Wei , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore 639798 (e-mail: wpf89928@gmail.com)
Yiping Ke , School of Computer Engineering, Nanyang Technological University, Singapore, n/a Singapore 639798 (e-mail: ypke@ntu.edu.sg)
Chi Keong Goh , Rolls-Royce Advanced Technology Centre, Rolls-Royce Advanced Technology Centre, Singapore, Singapore Singapore (e-mail: ChiKeong.Goh@Rolls-Royce.com)

Triangle Lasso for Simultaneous Clustering and Optimization in Graph Datasets (Abstract)

Yawei Zhao , School of Computer, National University of Defense Technology, 58294 Changsha, Hunan China (e-mail: zhaoyawei@nudt.edu.cn)
Kai Xu , School of Computer, National University of Defense Technology, Changsha, Hunan China 410073 (e-mail: kevin.kai.xu@gmail.com)
Xinwang LIU , School of Computer, National University of Defense Technology, 58294 Changsha, Hunan China 410073 (e-mail: xinwangliu@nudt.edu.cn)
En Zhu , School of Computer, School of Computer Science, National University of Defense Technology, Changsha, Hunan China (e-mail: enzhu@nudt.edu.cn)
Xinzhong Zhu , College of Mathematics, Physics and Information Engineering, Zhejiang Normal University, 66344 Jinhua, Zhejiang China (e-mail: zxz@zjnu.edu.cn)
Jianping Yin , School of Computer Science, Dongguan University of Technology, 74549 Dongguan, Guangdong China (e-mail: jpyin@dgut.edu.cn)

An Information-Theoretical Framework for Cluster Ensemble (Abstract)

Liang Bai , Computer and information technology, Shaxi University, Taiyuan, Shanxi China 030006 (e-mail: sxbailiang@hotmail.com)
JiYe Liang , ShanXi University, Computer and information technology, TaiYuan, Shanxi China 030006 (e-mail: ljy@sxu.edu.cn)
Hangyuan Du , School of computer and information technology, Shanxi University, 12441 Taiyuan, Shanxi China (e-mail: duhangyuan@sxu.edu.cn)
Yike Guo , Computing Department, Imperial College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: y.guo@imperial.ac.uk)

MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection (Abstract)

Zisheng Zhang , Dept. Electrical & Computer Engineering, University of Minnesota Twin Cities, 5635 Minneapolis, Minnesota United States (e-mail: zhan1116@umn.edu)
Keshab K. Parhi , Dept of Electrical & Comp Eng, University of Minnesota, Minneapolis, Minnesota United States 55455 (e-mail: parhi@umn.edu)

A Collective, Probabilistic Approach to Schema Mapping Using Diverse Noisy Evidence (Abstract)

Angelika Kimmig , School of Computer Science and Informatics, Cardiff University, Cardiff, Wales United Kingdom of Great Britain and Northern Ireland (e-mail: angelika.kimmig@cs.kuleuven.be)
Alexander Memory , Department of Computer Science, University of Maryland, Columbia, Maryland United States 21044 (e-mail: memory@cs.umd.edu)
Renee J. Miller , CS, University of Toronto, toronto, Ontario Canada m5s3h5 (e-mail: miller@cs.toronto.edu)
Lise Getoor , Computer Science, University of California Santa Cruz, Santa Cruz, California United States (e-mail: getoor@soe.ucsc.edu)

Decoding Chinese User Generated Categories for Fine-grained Knowledge Harvesting (Abstract)

Chengyu Wang , School of Computer Science and Software Engineering, East China Normal University, 12655 Shanghai, Shanghai China (e-mail: chywang2013@gmail.com)
Yan Fan , School of Computer Science and Software Engineering, East China Normal University, 12655 Shanghai, Shanghai China (e-mail: eileen940531@gmail.com)
Xiaofeng He , Software Engineering Institute, East China Normal University, Shanghai, Shanghai China 200062 (e-mail: xfhe@sei.ecnu.edu.cn)
Aoying Zhou , School of Data Science and Engineering, East China Normal University, 12655 Shanghai, Shanghai China (e-mail: ayzhou@dase.ecnu.edu.cn)

Structured Manifold Broad Learning System: A Manifold Perspective for Large-Scale Chaotic Time Series Analysis and Prediction (Abstract)

Min Han , Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, Liaoning China (e-mail: minhan@dlut.edu.cn)
Shoubo Feng , Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China (e-mail: fsb@mail.dlut.edu.cn)
C. L. Philip Chen , Faculty of Science and Technology, University of Macau, Macao, Macao China (e-mail: Philip.Chen@ieee.org)
Meiling Xu , Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 12399 Dalian, Liaoning China (e-mail: xuml@dlut.edu.cn)
Tie Qiu , School of Computer Science and Technology, Tianjin University, Tianjin, Tianjin China (e-mail: qiutie@ieee.org)

LPANNI: Overlapping Community Detection Using Label Propagation in Large-Scale Complex Networks (Abstract)

Meilian Lu , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: mllu@bupt.edu.cn)
Zhenlin Zhang , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: 1360489497@qq.com)
Zhihe Qu , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: 15652964565@163.com)
Yu Kang , State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, 12472 Beijing, Beijing China (e-mail: 410818340@qq.com)

Attributed Network Alignment: Problem Definitions and Fast Solutions (Abstract)

Si Zhang , School of Computing, Informatics, and Decision System Engineering, Arizona State University, Tempe, Arizona United States (e-mail: szhan172@asu.edu)
Hanghang Tong , School of Computing, Informatics, and Decision System Engineering, Arizona State University, Tempe, Arizona United States (e-mail: hanghang.tong@gmail.com)

Fog-enabled Event Processing Based on IoT Resource Models (Abstract)

Yang Zhang , Beijing University of Posts & Telecommunications, State Key laboratory of Networking and Switching Technology, Beijing, Beijing China 100876 (e-mail: YangZhang@bupt.edu.cn)
Victor S. Sheng , Computer Science, University of Central Arkansas, Conway, Arkansas United States (e-mail: ssheng@uca.edu)

A Study on Big Knowledge and Its Engineering Issues (Abstract)

Ruqian Lu , Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: rqlu@math.ac.cn)
Xiaolong Jin , the School of Computer and Control Engineering, University of the Chinese Academy of Sciences, 74519 Beijing, Beijing China (e-mail: jinxiaolong@ict.ac.cn)
Songmao Zhang , Institute of Mathematics, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: smzhang@math.ac.cn)
Meikang Qiu , Department of Computer Science, Pace University, New York City, New York United States (e-mail: qiumeikang@gmail.com)
Xindong Wu , Computer Science, University of Vermont, Burlington, Vermont United States (e-mail: xwu@hfut.edu.cn)

Efficient Multi-Class Probabilistic SVMs on GPUs (Abstract)

Zeyi Wen , School of Computing, National University of Singapore, Singapore, Singapore Singapore (e-mail: wenzy@comp.nus.edu.sg)
Jiashuai Shi , School of Software Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China (e-mail: shijiashuai@gmail.com)
Bingsheng He , Computer Science, National University of Singapore, 37580 Singapore, Singapore Singapore 119260 (e-mail: hebs@comp.nus.edu.sg)
Jian Chen , School of Software Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: ellachen@scut.edu.cn)
Yawen Chen , School of Software Engineering, South China University of Technology, Guangzhou, Guangdong China (e-mail: ywchenscut@gmail.com)

Real-Time Data Retrieval in Cyber-Physical Systems with Temporal Validity and Data Availability Constraints (Abstract)

Chenchen Fu , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: chencfu2@cityu.edu.hk)
Qiangqiang Liu , Department of Computer Science and Engineering, University of Connecticut, Storrs, Connecticut United States (e-mail: qiangqiang.liu@uconn.edu)
Peng Wu , Department of Computer Science and Engineering, University of Connecticut, Storrs, Connecticut United States (e-mail: peng.wu@uconn.edu)
Minming Li , Computer Science, City University of Hong Kong, Hong Kong, Hong Kong Hong Kong (e-mail: minming.li@cityu.edu.hk)
Chun Jason Xue , Computer Science, City University of Hong Kong, HK, HK Hong Kong (e-mail: jasonxue@cityu.edu.hk)
Yingchao Zhao , School of Computing and Information Sciences, Caritas Institute of Higher Education, 66391 Hong Kong, Hong Kong Hong Kong (e-mail: zhaoyingchao@gmail.com)
Jingtong Hu , Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, Pennsylvania United States (e-mail: jthu@pitt.edu)
Song Han , Department of Computer Science and Engineering, University of Connecticut, Storrs, Connecticut United States (e-mail: song.han@uconn.edu)

Online Interactive Collaborative Filtering Using Multi-Armed Bandit with Dependent Arms (Abstract)

Qing Wang , School of Computer Science, Florida International Univ, Miami, Florida United States (e-mail: qwang028@cs.fiu.edu)
Chunqiu Zeng , Computer Science, Florida International University, Miami, Florida United States 33199 (e-mail: grandzeng@gmail.com)
Wubai Zhou , School of Computer Science, Florida International University, MIAMI, Florida United States 33174 (e-mail: wzhou005@cs.fiu.edu)
Tao Li , School of Computer Science, Florida International Univ, Miami, Florida United States 33199 (e-mail: taoli@cs.fiu.edu)
S. Sitharama Iyengar , School Of Computing and Information Sciences, Florida International Institute, Miami, Florida United States 33199 (e-mail: iyengar@cis.fiu.edu)
Larisa Shwartz , ITSM, IBM Research, 74286 Yorktown Heights, New York United States (e-mail: lshwart@us.ibm.com)
Genady Grabarnik , Math, St John's University, Jamaica, New York United States (e-mail: grabarng@stjohns.edu)

Pricing average price advertising options when underlying spot market prices are discontinuous (Abstract)

Bowei Chen , Adam Smith Business School, University of Glasgow, Glasgow, Lancashire United Kingdom of Great Britain and Northern Ireland (e-mail: bowei.chen@glasgow.ac.uk)
Mohan Kankanhalli , School of Computing, National University of Singapore, Singapore, Singapore Singapore 117427 (e-mail: mohan@comp.nus.edu.sg)

Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion (Abstract)

Quanming Yao , CSE, Hong Kong University of Science and Technology, 58207 Hong Kong, Hong Kong Hong Kong (e-mail: quanmingyao@gmail.com)
James T. Kwok , CSE, HKUST, Hong Kong, Hong Kong Hong Kong (e-mail: jamesk@cse.ust.hk)

Fusion OLAP: Fusing the Pros of MOLAP and ROLAP Together for In-memory OLAP (Abstract)

Yansong Zhang , School of Information, Renmin University of China, Beijing, Beijing China (e-mail: zhangys_ruc@hotmail.com)
Yu Zhang , School of Information, Renmin University of China, Beijing, Beijing China (e-mail: zyszy@ruc.edu.cn)
Shan Wang , Department of Computer Sciences, Renmin University of China, Beijing, Beijing China (e-mail: swang@ruc.edu.cn)
Jiaheng Lu , Computer Science, University of Helsinki, Finland, Helsinki, Helsinki Finland 00260 (e-mail: jiahenglu@gmail.com)

D2 HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms (Abstract)

Dingqi Yang , eXascale Infolab, University of Fribourg, Fribourg, Fribourg Switzerland (e-mail: dingqi@exascale.info)
Bin Li , School of Computer Science, Fudan University, 12478 Shanghai, Shanghai China (e-mail: libin82cn@gmail.com)
Laura Rettig , eXascale Infolab, University of Fribourg, Fribourg, Fribourg Switzerland (e-mail: laura@exascale.info)
Philippe Cudre-Mauroux , eXascale Infolab, University of Fribourg, Fribourg, Fribourg Switzerland (e-mail: philippe.cudre-mauroux@unifr.ch)

Automated Influence Maintenance in Social Networks: an Agent-based Approach (Abstract)

Weihua Li , School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, 1410 Auckland, Auckland New Zealand 1142 (e-mail: weihua.li@aut.ac.nz)
Quan Bai , School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, Auckland New Zealand (e-mail: quan.bai@aut.ac.nz)
Minjie Zhang , school of Computing and Information Technology, University of Wollongong, Wollongong, New South Wales Australia (e-mail: minjie@uow.edu.au)
Tung Doan Nguyen , Engineering, Computer and Mathematical Scicens, Auckland University of Technology, 1410 Auckland, Auckland New Zealand (e-mail: tung.nguyen@aut.ac.nz)

Efficient Scheduling of Scientific Workflows using Hot Metadata in a Multisite Cloud (Abstract)

Ji Liu , Computer Science Zenith, Inria Centre de Recherche Sophia Antipolis Mediterranee, 84436 Montpellier, Hérault France 34392 (e-mail: lucliuji@gmail.com)
Luis Pineda Morales , Computer Science KerData, Inria Centre de Recherche Rennes Bretagne Atlantique, 84224 Rennes, Bretagne France (e-mail: luis.pineda-morales@inria.fr)
Esther Pacitti , Computer Science, University of Montpellier, Montpellier, France France 44322 (e-mail: Esther.Pacitti@lirmm.fr)
Alexandru Costan , Computer Science KerData, IRISA, 56426 Rennes, Bretagne France (e-mail: alexandru.costan@irisa.fr)
Patrick Valduriez , LIRMM, INRIA, Montpellier, N/A France (e-mail: patrick.valduriez@inria.fr)
Gabriel Antoniu , Rennes Bretagne Atlantique Research Center, INRIA, Rennes, France France (e-mail: Gabriel.Antoniu@inria.fr)
Marta Mattoso , Computer Science, Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pos-Graduacao e Pesquisa de Engenharia, 207302 Rio de Janeiro, RJ Brazil (e-mail: marta@cos.ufrj.br)

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors (Abstract)

Nannan Wu , Computer Science and Engineering, Beihang University, 12633 Beijing, Beijing China (e-mail: wunannan@act.buaa.edu.cn)
Feng Chen , Computer Science, University at Albany, Albany, New York United States (e-mail: fchen5@albany.edu)
Jianxin Li , Computer Science, Beihang University, Beijing, Beijing China 100083 (e-mail: lijx@act.buaa.edu.cn)
Jin-Peng Huai , School of Computer, Beihang University, Beijing, Beijing China (e-mail: huaijp@buaa.edu.cn)
Baojian Zhou , Computer Science, University at Albany, Albany, New York United States (e-mail: bzhou6@albany.edu)
Bo Li , School of Computer Science & Engineering, Beihang University, Beijing, Beijing China (e-mail: libo@act.buaa.edu.cn)
Naren Ramakrishnan , Computer Science, Virginia Tech, Virginia Tech, Virginia United States 24061 (e-mail: naren@cs.vt.edu)

Next Generation Indexing for Genomic Intervals (Abstract)

Vahid Jalili , Department of Electronics, Information and Bioengineering, Politecnico di Milano Dipartimento di Elettronica Informazione e Bioingegneria, 124243 Milano, Lombardia Italy (e-mail: vahid.jalili@polimi.it)
Matteo Matteucci , Department of Electronics, Informatics and Bioengineering, Politecnico di Milano, Como, CO Italy (e-mail: matteo.matteucci@polimi.it)
Jeremy Goecks , Biomedical Engineering Department, Oregon Health and Science University, Portland, Oregon United States (e-mail: goecksj@ohsu.edu)
Yashar Deldjoo , Department of Electronics, Information and Bioengineering, Politecnico di Milano Dipartimento di Elettronica Informazione e Bioingegneria, 124243 Milano, Lombardia Italy (e-mail: Yashar.deldjoo@polimi.it)
Stefano Ceri , DEIB, Politecnico di Milano, 18981 Milano, Lombardia Italy (e-mail: stefano.ceri@polimi.it)
Papers

Using Incomplete Information for Complete Weight Annotation of Road Networks (Abstract)

Bin Yang , Aarhus University, Aarhus
Manohar Kaul , Aarhus University, Aarhus
Christian S. Jensen , Aarhus University, Aarhus

Cost Optimization of the Supply Chain Network Using Genetic Algorithms (Abstract)

Henry C. W. Lau , The Hong Kong Polytechnic University, Kowloon
T. M. Chan , The Hong Kong Polytechnic University, Kowloon
Wan Ting Tsui , The Hong Kong Polytechnic University, Kowloon
G.T.S. Ho , The Hong Kong Polytechnic University, Kowloon

Efficient Algorithms for Summarizing Graph Patterns (Abstract)

Jianzhong Li , Harbin Institute of Technology, Harbin
Yong Liu , Harbin Institute of Technology, Harbin
Hong Gao , Harbin Institute of Technology, Harbin

Authenticated Multi-Step Nearest Neighbor Search (Abstract)

Stavros Papadopoulos , Hong Kong University of Science and Technology, Hong Kong
Lixing Wang , Hong Kong University of Science and Technology, Hong Kong
Yin Yang , Hong Kong University of Science and Technology, Hong Kong
Dimitris Papadias , Hong Kong University of Science and Technology, Hong Kong
Panagiotis Karras , National University of Singapore, Singapore

Efficient Periodicity Mining in Time Series Databases Using Suffix Trees (Abstract)

Faraz Rasheeed , University of Calgary, Calgary
Mohammed Alshalalfa , University of Calgary, Calgary
Reda Alhajj , University of Calgary, Calgary

Privacy-Preserving OLAP: An Information-Theoretic Approach (Abstract)

Nan Zhang , George Washington University, Washington, DC
Wei Zhao , The University of Macau, Taipa, Macau

Optimizing Multiway Joins in a Map-Reduce Environment (Abstract)

Foto N. Afrati , National Techincal University Athens, Athens
Jeffrey D. Ullman , Stanford University, Stanford
REGULAR PAPERS

Capturing Telic/Atelic Temporal Data Semantics: Generalizing Conventional Conceptual Models (Abstract)

Vijay Khatri , Indiana University, Bloomington
Sudha Ram , University of Arizona, Tucson
Richard T. Snodgrass , University of Arizona, Tucson
Paolo Terenziani , Universitá del Piemonte Orientale, Alessandria and Universitá di Torino, Torino
Papers

Incremental Detection of Inconsistencies in Distributed Data (Abstract)

Nan Tang , Qatar Foundation, Doha
Jianzhong Li , Harbin Institue of Technology, Harbin
Wenfei Fan , University of Ediburgh, Edinburgh and Harbin Institue of Technology, Harbin
Wenyuan Yu , University of Ediburgh, Edinburgh

On the use of Side Information for Mining Text Data (Abstract)

Charu C. Aggarwal , IBM T.J. Watson Research Center, Hawthorne
Yuchen Zhao , University of Illinois at Chicago, Chicago
Philip S. Yu , University of Illinois at Chicago, Chicago and King Abdulaziz University Jeddah, Saudi Arabia

Answering Why-Not Questions on Top-K Queries (Abstract)

Zhian He , Hong Kong Polytechnic University, Hong Kong
Eric Lo , Hong Kong Polytechnic University, Hong Kong

Discovering Conservation Rules (Abstract)

Lukasz Golab , University of Waterloo, Waterloo
Howard Karloff , AT&T Labs - Research, Florham Park
Philip (Flip) Korn , AT&T Labs - Research, Florham Park
Barna Saha , AT&T Labs - Research, Florham Park
Divesh Srivastava , AT&T Labs - Research, Florham Park

A Generic Framework for Top-k Pairs and Top-k Objects Queries over Sliding Windows (Abstract)

Zhitao Shen , The University of New South Wales, Sydney
Muhammad Aamir Cheema , The University of New South Wales, Sydney
Xuemin Lin , The University of New South Wales, Sydney
Wenjie Zhang , The University of New South Wales, Sydney
Haixun Wang , Microsoft Research Asia, Beijing
REGULAR PAPERS

Capturing Telic/Atelic Temporal Data Semantics: Generalizing Conventional Conceptual Models (Abstract)

Vijay Khatri , Indiana University, Bloomington
Sudha Ram , University of Arizona, Tucson
Richard T. Snodgrass , University of Arizona, Tucson
Paolo Terenziani , Universitá del Piemonte Orientale, Alessandria and Universitá di Torino, Torino
Papers

Incremental Detection of Inconsistencies in Distributed Data (Abstract)

Nan Tang , Qatar Foundation, Doha
Jianzhong Li , Harbin Institue of Technology, Harbin
Wenfei Fan , University of Ediburgh, Edinburgh and Harbin Institue of Technology, Harbin
Wenyuan Yu , University of Ediburgh, Edinburgh

On the use of Side Information for Mining Text Data (Abstract)

Charu C. Aggarwal , IBM T.J. Watson Research Center, Hawthorne
Yuchen Zhao , University of Illinois at Chicago, Chicago
Philip S. Yu , University of Illinois at Chicago, Chicago and King Abdulaziz University Jeddah, Saudi Arabia

Answering Why-Not Questions on Top-K Queries (Abstract)

Zhian He , Hong Kong Polytechnic University, Hong Kong
Eric Lo , Hong Kong Polytechnic University, Hong Kong

Discovering Conservation Rules (Abstract)

Lukasz Golab , University of Waterloo, Waterloo
Howard Karloff , AT&T Labs - Research, Florham Park
Philip (Flip) Korn , AT&T Labs - Research, Florham Park
Barna Saha , AT&T Labs - Research, Florham Park
Divesh Srivastava , AT&T Labs - Research, Florham Park

A Generic Framework for Top-k Pairs and Top-k Objects Queries over Sliding Windows (Abstract)

Zhitao Shen , The University of New South Wales, Sydney
Muhammad Aamir Cheema , The University of New South Wales, Sydney
Xuemin Lin , The University of New South Wales, Sydney
Wenjie Zhang , The University of New South Wales, Sydney
Haixun Wang , Microsoft Research Asia, Beijing

Data Stream Clustering with Affinity Propagation (Abstract)

Xiangliang Zhang , King Abdullah University of Science and Technology (KAUST), Thuwal
Cyril Furtlehner , TAO - INRIA, CNRS, University Paris-Sud 11, Orsay
Cecile Germain-Renaud , TAO - INRIA, CNRS, University Paris-Sud 11, Orsay
Michele Sebag , TAO - INRIA, CNRS, University Paris-Sud 11, Orsay

BestPeer++: A Peer-to-Peer based Large-Scale Data Processing Platform (Abstract)

Gang Chen , Zhejiang University, Hangzhou
Tianlei Hu , Zhejiang University, Hangzhou
David Jiang , National University of Singapore, Singapore
Peng Lu , National University of Singapore, Singapore
Kian-Lee Tan , National University of Singapore, Singapore
Hoang Tam Vo , National University of Singapore, Singapore
Sai Wu , Zhejiang University, Hangzhou and BestPeer Pte. Ltd.

Mapping XML to a wide sparse table (Abstract)

Liang Jeff Chen , University of California San Diego, La Jolla
Philip A. Bernstein , Microsoft Corp., Redmond
Peter Carlin , Microsoft Corp., Redmond
Dimitrije Filipovic , Microsoft Corp., Redmond
Michael Rys , Microsoft Corp., Redmond
Nikita Shamgunov , MemSQL, San Francisco
James F. Terwilliger , Microsoft Corp., Redmond
Milos Todic , Microsoft Corp., Redmond
Sasa Tomasevic , Microsoft Corp., Redmond
Dragan Tomic , Microsoft Corp., Redmond

Trip Planner Over Probabilistic Time-Dependent Road Networks (Abstract)

Xiang Lian , University of Texas - Pan American, Edinburg
Lei Chen , Hong Kong University of Science and Technology, Hong Kong
REGULAR PAPERS

Typicality-Based Collaborative Filtering Recommendation (Abstract)

Yi Cai , South China University of Technology, Guangzhou
Ho-fung Leung , The Chinese University of Hong Kong, Hong Kong
Qing Li , City University of Hong Kong, Hong Kong
Huaqing Min , South China University of Technology, Guangzhou
Jie Tang , Tsinghua University, Beijing
Juanzi Li , Tsinghua University, Beijing

Classifier Ensembles with the Extended Space Forest (Abstract)

M. Fatih Amasyali , Yildiz Technical University, Istanbul
Okan K. Ersoy , Purdue University, West Lafayette

Durable Queries over Historical Time Series Data (Abstract)

Hao Wang , The University of Hong Kong, Hong Kong
Yilun Cai , The University of Hong Kong, Hong Kong
Yin Yang , Advanced Digital Sciences Center, Singapore
Shiming Zhang , The University of Hong Kong, Hong Kong
Nikos Mamoulis , The University of Hong Kong, Hong Kong

Searching Dimension Incomplete Databases (Abstract)

Wei Cheng , University of North Carolina at Chapel Hill, Chapel Hill
Xiaoming Jin , Tsinghua University, Beijing
Jian-Tao Sun , Microsoft Research Asia, Beijing
Xuemin Lin , The University of New South Wales, Sydney
Xiang Zhang , Case Western Reserve University, Cleveland
Wei Wang , University of California, Los Angeles, Los Angeles
Papers

A Probabilistic Approach to String Transformation (Abstract)

Ziqi Wang , Peking University, Beijing
Gu Xu , Microsoft Research Asia, Beijing
Hang Li , Huawei Noah?s Ark Lab
Ming Zhang , Peking University, Beijing

Surfing the Network for Ranking by Multidamping (Abstract)

Giorgos Kollias , Purdue University, West Lafayette
Efstratios Gallopoulos , University of Patras, Patras
Ananth Grama , Purdue University, West Lafayette
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Identity Protection in Sequential Releases of Dynamic Social Networks (Abstract)

Chih-Hua Tai , National Taipei University, Taipei
Peng-Jui Tseng , National Taiwan University, Taipei
Philip S. Yu , University of Illinois at Chicago, Chicago
Ming-Syan Chen , Academia Sinica, Taipei
Papers

m-Privacy for Collaborative Data Publishing (Abstract)

Slawomir Goryczka , Emory University, Atlanta
Li Xiong , Emory University, Atlanta
Benjamin C. M. Fung , Concordia University, Montreal

A Similarity Measure for Text Classification and Clustering (Abstract)

Yung-Shen Lin , National Sun Yat-Sen University, Kaohsiung
Jung-Yi Jiang , National Sun Yat-Sen University, Kaohsiung
Shie-Jue Lee , National Sun Yat-Sen University, Kaohsiung
REGULAR PAPERS

Knowledge Fusion for Probabilistic Generative Classifiers with Data Mining Applications (Abstract)

Dominik Fisch , University of Kassel, Kassel
Edgar Kalkowski , University of Kassel, Kassel
Bernhard Sick , University of Kassel, Kassel

Effectively Indexing the Multi-dimensional Uncertain Objects (Abstract)

Ying Zhang , The University of New South Wales, Sydney
Wenjie Zhang , The University of New South Wales, Sydney
Qianlu Lin , The University of New South Wales, Sydney
Xuemin Lin , The University of New South Wales, Sydney
Heng Tao Shen , The University of Queensland, Brisbane

The Role of Hubness in Clustering High-Dimensional Data (Abstract)

Nenad Tomašev , Jožef Stefan Institute, Artificial Intelligence Laboratory and Jožef Stefan International Postgraduate School, Ljubljana
Miloš Radovanović , University of Novi Sad, Novi Sad
Dunja Mladenić , Jožef Stefan Institute, Artificial Intelligence Laboratory and Jožef Stefan International Postgraduate School, Ljubljana
Mirjana Ivanović , University of Novi Sad, Novi Sad
Papers

LARS*: An Efficient and Scalable Location-Aware Recommender System (Abstract)

Mohamed Sarwat , University of Minnesota, Minneapolis
Justin J. Levandoski , Microsoft Research, Redmond
Ahmed Eldawy , University of Minnesota, Minneapolis
Mohamed F. Mokbel , University of Minnesota, Minneapolis
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Identifying Features in Opinion Mining via Intrinsic and Extrinsic Domain Relevance (Abstract)

Zhen Hai , Nanyang Technological University, Singapore
Kuiyu Chang , Nanyang Technological University, Singapore
Jung-Jae Kim , Nanyang Technological University, Singapore
Christopher C. Yang , Drexel University, Philadelphia

CoDe Modeling of Graph Composition for Data Warehouse Report Visualization (Abstract)

Michele Risi , University of Salerno, Fisciano
Maria Immacolata Sessa , University of Salerno, Fisciano
Maurizio Tucci , University of Salerno, Fisciano
Genoveffa Tortora , University of Salerno, Fisciano
Papers

PrefDB: Supporting Preferences as First-Class Citizens in Relational Databases (Abstract)

Anastasios Arvanitis , National Technical University of Athens, Athens
Georgia Koutrika , HP Labs, Palo Alto
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OCCT: A One-Class Clustering Tree for Implementing One-to-Many Data Linkage (Abstract)

Ma'ayan Dror , Ben-Gurion University of the Negev, Beer-Sheva
Asaf Shabtai , Ben-Gurion University of the Negev, Beer-Sheva
Lior Rokach , Ben-Gurion University of the Negev, Beer-Sheva
Yuval Elovici , Ben-Gurion University of the Negev, Beer-Sheva
Papers

A Flexible Approach to Finding Representative Pattern Sets (Abstract)

Guimei Liu , National University of Singapore, Singapore
Haojun Zhang , National University of Singapore, Singapore
Limsoon Wong , National University of Singapore, Singapore
REGULAR PAPERS

TrustedDB: A Trusted Hardware Based Database with Privacy and Data Confidentiality (Abstract)

Sumeet Bajaj , Stony Brook University, Stony Brook
Radu Sion , Stony Brook University, Stony Brook
Papers

Shortest Path Computing in Relational DBMSs (Abstract)

Jun Gao , Peking University, Beijing
Jiashuai Zhou , Peking University, Beijing
Jeffrey Xu Yu , Chinese University of Hong Kong, Hong Kong
Tengjiao Wang , Peking University, Beijing

Diverse Set Selection Over Dynamic Data (Abstract)

Marina Drosou , University of Ioannina, Ioannina
Evaggelia Pitoura , University of Ioannina, Ioannina
REGULAR PAPERS

Robust Perceptual Image Hashing Based on Ring Partition and NMF (Abstract)

Zhenjun Tang , Guangxi Normal University, Guilin
Xianquan Zhang , Guangxi Normal University, Guilin
Shichao Zhang , Guangxi Normal University, Guilin and University of Technology, Sydney

Automatic Itinerary Planning for Traveling Services (Abstract)

Gang Chen , Zhejiang University, China
Sai Wu , Zhejiang University, China
Jingbo Zhou , National University of Singapore, Singapore
Anthony K.H. Tung , National University of Singapore, Singapore
Papers

Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering (Abstract)

Lei Meng , Nanyang Technological University, Singapore
Ah-Hwee Tan , Nanyang Technological University, Singapore
Dong Xu , Nanyang Technological University, Singapore

MultiComm: Finding Community Structure in Multi-Dimensional Networks (Abstract)

Xutao Li , Harbin Institute of Technology, Shenzhen
Michael K. Ng , Hong Kong Baptist University, Kowloon Tong
Yunming Ye , Harbin Institute of Technology, Shenzhen

Clustering-Based Ensembles as an Alternative to Stacking (Abstract)

Anna Jurek , University of Ulster, Newtownabbey
Yaxin Bi , University of Ulster, Newtownabbey
Shengli Wu , University of Ulster, Newtownabbey
Chris D. Nugent , University of Ulster, Newtownabbey

Efficient Ranking on Entity Graphs with Personalized Relationships (Abstract)

Vagelis Hristidis , University of California, Riverside
Yao Wu , Microsoft, Redmond
Louiqa Raschid , University of Maryland, College Park

Extended Subtree: A New Similarity Function for Tree Structured Data (Abstract)

Ali Shahbazi , University of Alberta, Edmonton
James Miller , University of Alberta, Edmonton

Meta-Blocking: Taking Entity Resolution to the Next Level (Abstract)

George Papadakis , National Technical University of Athens, Greece and L3S Research Center, Germany
Georgia Koutrika , HP Labs, USA
Themis Palpanas , University of Trento, Italy
Wolfgang Nejdl , L3S Research Center and University of Hannover, Germany

Complex SQL Predicates as Quantifiers (Abstract)

Antonio Badia , University of Louisville, Louisville
Anna Wagner , University of Louisville, Louisville

A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks (Abstract)

Zhen Guo , State University of New York, Binghamton
Zhongfei (Mark) Zhang , State University of New York, Binghamton
Shenghuo Zhu , Nec Laboritories America, Cupertino
Yun Chi , NEC Laboratories America, Cupertino
Yihong Gong , NEC Laboratories America, Cupertino

Security Evaluation of Pattern Classifiers Under Attack (Abstract)

Battista Biggio , University of Cagliari Piazza d?Armi, Cagliari
Giorgio Fumera , University of Cagliari Piazza d?Armi, Cagliari
Fabio Roli , University of Cagliari Piazza d?Armi, Cagliari

Responsibility Analysis for Lineages of Conjunctive Queries with Inequalities (Abstract)

Biao Qin , Renmin University of China, Beijing
Shan Wang , Renmin University of China, Beijing
Xiaofang Zhou , University of Queensland, Brisbane
Xiaoyong Du , Renmin University of China, Beijing

Mining Interaction Patterns Among Brain Regions by Clustering (Abstract)

Claudia Plant , Florida State University, Tallahassee
Andrew Zherdin , Klinikum rechts der Isar der Technischen Universität München, Munich
Christian Sorg , Klinikum rechts der Isar der Technischen Universität München, Munich
Anke Meyer-Baese , Florida State University, Tallahassee
Afra M. Wohlschlager , Klinikum rechts der Isar der Technischen Universität München, Munich

Dynamic Query Forms for Database Queries (Abstract)

Liang Tang , Florida International University, Miami
Tao Li , Florida International University, Miami
Yexi Jiang , Florida International University, Miami
Zhiyuan Chen , University of Maryland Baltimore County, Baltimore
REGULAR PAPERS

Discovering the Top-k "Unexplained" Sequences in Time-Stamped Observation Data (Abstract)

Massimiliano Albanese , George Mason University, Fairfax
Cristian Molinaro , University of Maryland, College Park
Fabio Persia , Universita di Napoli, Napoli
Antonio Picariello , Universita di Napoli, Napoli
V. S. Subrahmanian , University of Maryland, College Park
Papers

Fast Nearest Neighbor Search with Keywords (Abstract)

Yufei Tao , Chinese University of Hong Kong, Hong Kong
Cheng Sheng , Google, Zürich

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection (Abstract)

Zechao Li , Institute of Automation, Chinese Academy Sciences, Beijing
Jing Liu , Institute of Automation, Chinese Academy Sciences, Beijing
Yi Yang , Carnegie Mellon University
Xiaofang Zhou , The University of Queensland
Hanqing Lu , Institute of Automation, Chinese Academy Sciences, Beijing

Quasi-SLCA Based Keyword Query Processing Over Probabilistic XML Data (Abstract)

Jianxin Li , Swinburne University of Technology, Australia
Chengfei Liu , Swinburne University of Technology, Australia
Rui Zhou , Swinburne University of Technology, Australia
Jeffrey Xu Yu , Chinese University of Hong Kong, China

Privacy Preserving Delegated Access Control in Public Clouds (Abstract)

Mohamed Nabeel , Purdue University, West Lafayette
Elisa Bertino , Purdue University, West Lafayette

Infrequent Weighted Itemset Mining Using Frequent Pattern Growth (Abstract)

Luca Cagliero , Politecnico di Torino, Torino
Paolo Garza , Politecnico di Torino, Torino

A Myopic Approach to Ordering Nodes for Parameter Elicitation in Bayesian Belief Networks (Abstract)

Debarun Bhattacharjya , IBM T.J. Watson Research Center, Yorktown Heights
Lea Deleris , IBM Research, Dublin
Ray Bonnie , IBM T.J. Watson Research Center, Yorktown Heights

Accuracy-Constrained Privacy-Preserving Access Control Mechanism for Relational Data (Abstract)

Zahid Pervaiz , Purdue University, West Lafayette
Walid G. Aref , Purdue University, West Lafayette
Arif Ghafoor , Purdue University, West Lafayette
Nagabhushana Prabhu , Purdue University, West Lafayette

EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval (Abstract)

Bin Xu , Zhejiang University, Hangzhou
Jiajun Bu , Zhejiang University, Hangzhou
Chun Chen , Zhejiang University, Hangzhou
Can Wang , Zhejiang University, Hangzhou
Deng Cai , Zhejiang Univerisity, Hangzhou
Xiaofei He , Zhejiang University, Hangzhou

Runtime Optimizations for Prediction with Tree-Based Models (Abstract)

Nima Asadi , University of Maryland, College Park
Jimmy Lin , University of Maryland, College Park
Arjen P. de Vries , Centrum Wiskunde and Informatica, Amsterdam

Towards Multi-Tenant Performance SLOs (Abstract)

Willis Lang , University of Wisconsin
Srinath Shankar , Microsoft Gray Systems Lab
Jignesh M. Patel , University of Wisconsin
Ajay Kalhan , Microsoft Corp.

A Prefix-Filter based Method for Spatio-Textual Similarity Join (Abstract)

Sitong Liu , Tsinghua University, Beijing
Guoliang Li , Tsinghua Univsersity, Beijing
Jianhua Feng , Tsinghua University, Beijing

Efficient Determination of Distance Thresholds for Differential Dependencies (Abstract)

Shaoxu Song , Tsinghua University, Beijing
Lei Chen , The Hong Kong University of Science and Technology, Hong Kong
Hong Cheng , The Chinese University of Hong Kong, Hong Kong

Privacy-Preserving and Content-Protecting Location Based Queries (Abstract)

Russell Paulet , Victoria University, Melbourne
Md. Golam Kaosar , Victoria University, Melbourne
Xun Yi , Victoria University, Melbourne
Elisa Bertino , Purdue University, West Lafayette

Efficient Duplication Free and Minimal Keyword Search in Graphs (Abstract)

Mehdi Kargar , York University, Toronto
Aijun An , York University, Toronto
Xiaohui Yu , York University, Toronto

Efficient Semi-supervised Feature Selection: Constraint, Relevance and Redundancy. (Abstract)

Khalid Benabdeslem , University of Lyon1, LIRIS, CNRS UMR, Villerubanne
Mohammed Hindawi , INSA of Lyon, LIRIS, CNRS UMR, Villeurbanne
REGULAR PAPERS

A Meta-Top-down Method for Large-Scale Hierarchical Classification (Abstract)

Xiao-Lin Wang , Shanghai Jiao Tong University, Shanghai
Hai Zhao , Shanghai Jiao Tong University, Shanghai
Bao-liang Lu , Shanghai Jiao Tong University, Shanghai

Learning Phenotype Structure Using Sequence Model (Abstract)

Yuhai Zhao , Northeastern University, Shenyang
Guoren Wang , Northeastern University, Shenyang
Xiang Zhang , Case Western Reserve University, Cleveland
Jeffrey Xu Yu , Chinese University of Hong Kong, Hong Kong
Zhanghui Wang , Northeastern University, Shenyang

Online Feature Selection and Its Applications (Abstract)

Jialei Wang , Nanyang Technological University, Singapore
Peilin Zhao , Nanyang Technological University, Singapore
Steven C.H. Hoi , Nanyang Technological University, Singapore
rong jin , Michigan State University, East Lansing
Papers

A Review On Multi-Label Learning Algorithms (Abstract)

Min-Ling Zhang , Southeast University, Nanjing
Zhi-Hua Zhou , Nanjing University, Nanjing

Mining Statistically Significant Co-location and Segregation Patterns (Abstract)

Sajib Barua , University of Alberta, Edmonton
Jorg Sander , University of Alberta, Edmonton

Adaptive Database Schema Design for Multi-Tenant Data Management (Abstract)

Jiacai Ni , Tsinghua University, Beijing
Guoliang Li , Tsinghua Univsersity, Beijing
Lijun Wang , Tsinghua University, Beijing
Jianhua Feng , Tsinghua University, Beijing
Jun Zhang , SINA Weibo.com platform, Beijing
Lei Li , IBM China Development Lab, Beijing

K-Anonymity for Crowdsourcing Database (Abstract)

Sai Wu , Zhejiang University, Hangzhou
Xiaoli Wang , National University of Singapore, Singapore
Sheng Wang , National University of Singapore, Singapore
Zhenjie Zhang , Advanced Digital Sciences Center, Illinois at Singapore Pte. Ltd.
Anthony K.H. Tung , National University of Singapore, Singapore

Composite Bloom Filters for Secure Record Linkage (Abstract)

Elizabeth Ashley Durham , Vanderbilt University, Nashville
Murat Kantarcioglu , University of Texas at Dallas, Richardson
Yuan Xue , Vanderbilt University, Nashville
Csaba Toth , Vanderbilt University, Nashville
Mehmet Kuzu , University of Texas at Dallas, Richardson
Bradley Malin , Vanderbilt University, Nashville

Lagrangian Approaches to Storage of Spatio-temporal Network Datasets (Abstract)

KwangSoo Yang , University of Minnesota, Minneapolis
Michael R. Evans , University of Minnesota, Minneapolis
Venkata M.V. Gunturi , University of Minnesota, Minneapolis
James M. Kang , National Geospatial-Intelligence Agency
Shashi Shekhar , University of Minnesota , Minneapolis

Right-Protected Data Publishing with Provable Distance-based Mining (Abstract)

Spyros I. Zoumpoulis , Massachusetts Institute of Technology, Cambridge
Michail Vlachos , IBM Research Zurich, Rueschlikon
Nikolaos M. Freris , École Polytecnique Fédérale de Lausanne, Lausanne
Claudio Lucchese , National Research Council (CNR), Pisa

Evaluation of Range Queries with Predicates on Moving Objects (Abstract)

Mitzi McCarthy , La Trobe University, Bundoora
Zhen He , La Trobe University, Bundoora
Xiaoyang Sean Wang , Fudan University, Shanghai

An Adaptive Approach to Real-Time Aggregate Monitoring with Differential Privacy (Abstract)

Liyue Fan , Emory University, Atlanta
Li Xiong , Emory University, Atlanta

Convergence Analysis of Graph Regularized Non-negative Matrix Factorization (Abstract)

Shangming Yang , University of Electronic Science and Technology of China, Chengdu
Zhang Yi , Sichuan University, Chengdu
Mao Ye , University of Electronic Science and Technology of China, Chengdu
Xiaofei He , Zhejiang University, Hangzhou

Transfer Learning with Graph Co-Regularization (Abstract)

Mingsheng Long , Tsinghua University, Beijing
Jianmin Wang , Tsinghua University, Beijing
Guiguang Ding , Tsinghua University, Beijing
Dou Shen , Baidu Inc., Beijing
Qiang Yang , Noah's Ark Lab, Huawei and Hong Kong University of Science and Technology, Hong Kong

Influence Spreading Path and its Application to the Time Constrained Social Influence Maximization Problem and Beyond (Abstract)

Bo Liu , Facebook, Menlo Park
Gao Cong , Nanyang Technological University, Singapore
Yifeng Zeng , Teesside University, Middlesbrough
Dong Xu , Nanyang Technological University, Singapore
Yeow Meng Chee , Nanyang Technological University, Singapore

A Novel Variable-order Markov Model for Clustering Categorical Sequences (Abstract)

Tengke Xiong , Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen and University of Sherbrooke, Sherbrooke
Shengrui Wang , University of Sherbrooke, Sherbrooke
Qingshan Jiang , Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen
Joshua Zhexue Huang , Shenzhen University, Shenzhen and Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen

Trustworthiness Management in the Social Internet of Things (Abstract)

Michele Nitti , University of Cagliari, Cagliari
Roberto Girau , University of Cagliari, Cagliari
Luigi Atzori , University of Cagliari, Cagliari

Co-Evolution of Multi-Typed Objects in Dynamic Star Networks (Abstract)

Yizhou Sun , University of Illinois at Urbana-Champaign, Urbana
Jie Tang , Tsinghua University, Beijing
Jiawei Han , University of Illinois at Urbana-Champaign, Urbana
Cheng Chen , Tsinghua University, Beijing
Manish Gupta , University of Illinois at Urbana-Champaign, Urbana

An Efficient Approach for Outlier Detection with Imperfect Data Labels (Abstract)

Bo Liu , Guangdong University of Technology, Guangzhou and University of Illinois at Chicago, Chicago
Yanshan Xiao , Guangdong University of Technology
Philip S. Yu , University of Illinois at Chicago, Chicago
Zhifeng Hao , Guangdong University of Technology
Longbing Cao , University of Technology Sydney, Sydney

Versatile Size-l Object Summaries for Relational Keyword Search (Abstract)

Georgios J. Fakas , Manchester Metropolitan University, Manchester
Zhi Cai , Beijing University of Technology, Beijing
Nikos Mamoulis , University of Hong Kong University, Hong Kong

Adaptation Regularization: A General Framework for Transfer Learning (Abstract)

Mingsheng Long , Tsinghua University, Beijing
Jianmin Wang , Tsinghua University, Beijing
Guiguang Ding , Tsinghua University, Beijing
Sinno Jialin Pan , Institute of Infocomm Research, Singapore
Philip S.t Yu , University of Illinois at Chicago, Chicago

Generalized k-Labelsets Ensemble for Multi-Label and Cost-Sensitive Classification (Abstract)

Hung-Yi Lo , Shih Chien University, Kaohsiung
Shou-De Lin , National Taiwan University, Taipei
Hsin-min Wang , Academia Sinica, Taipei

Centroid Ratio for a Pairwise Random Swap Clustering Algorithm (Abstract)

Qinpei Zhao , Tongji University, Shanghai
Pasi Franti , University of Eastern Finland, Joensuu

On Skyline Groups (Abstract)

Nan Zhang , George Washington University, Washington
Chengkai Li , The University of Texas at Arlington, Arlington
Naeemul Hassan , The University of Texas at Arlington, Arlington
Sundaresan Rajasekaran , George Washington University, Washington
Gautam Das , The University of Texas at Arlington, Arlington

Side-Effect Estimation: A Filtering Approach to the View Update Problem (Abstract)

Yun Peng , Hong Kong Baptist University, Hong Kong
Byron Choi , Hong Kong Baptist University, Hong Kong
Jianliang Xu , Hong Kong Baptist University, Hong Kong
Haibo Hu , Hong Kong Baptist University, Hong Kong
Sourav S. Bhowmick , Nanyang Technological University, Singapore

Interpreting the Public Sentiment Variations on Twitter (Abstract)

Shulong Tan , Zhejiang University, Hangzhou
Yang Li , University of California at Santa Barbara, Santa Barbara
Huan Sun , University of California at Santa Barbara, Santa Barbara
Ziyu Guan , Northwest University of China, Xi'an
Xifeng Yan , University of California at Santa Barbara, Santa Barbara
Jiajun Bu , Zhejiang University, Hangzhou
Chun Chen , Zhejiang University, Hangzhou
Xiaofei He , Zhejiang University, Hangzhou

Fast Low-Rank Subspace Segmentation (Abstract)

Xin Zhang , Tsinghua University, Beijing
Fuchun Sun , Tsinghua University, Beijing
Guangcan Liu , University of Illinois at Urbana-Champaign, Urbana
Yi Ma , Microsoft Research Asia, Beijing

A Graph Derivation Based Approach for Measuring and Comparing Structural Semantics of Ontologies (Abstract)

Yinglong Ma , North China Electric Power University, Beijing
Ling Liu , Georgia Institute of Technology, Atlanta
Ke Lu , University of Chinese Academy of Sciences, Beijing
Beihong Jin , Chinese Academy of Sciences, Beijing
Xiangjie Liu , North China Electric Power University, Beijing

HandsOn DB: Managing Data Dependencies involving Human Actions (Abstract)

Mohamed Eltabakh , Worcester Polytechnic Institute, Worcester
Walid Aref , Purdue University, West Lafayette
Ahmed Elmagarmid , Qatar Computing Research Institute, Qatar
Mourad Ouzzani , Qatar Computing Research Institute, Qatar

Context-Aware Hypergraph Construction for Robust Spectral Clustering (Abstract)

Xi Li , Chinese Academy of Sciences, Beijing and University of Adelaide, Adelaide
Weiming Hu , Chinese Academy of Sciences, Beijing
Chunhua Shen , University of Adelaide, Adelaide
Anthony Dick , University of Adelaide, Adelaide
Zhongfei Mark Zhang , State University of New York, Binghamton

Effective and Efficient Clustering Methods for Correlated Probabilistic Graphs (Abstract)

Yu Gu , Northeastern University, Shenyang
Chunpeng Gao , Northeastern University, Shenyang
Gao Cong , Nanyang Technological University, Singapore
Ge Yu , Northeastern University, Shenyang

Mining Probabilistically Frequent Sequential Patterns in Large Uncertain Databases (Abstract)

Zhou Zhao , Hong Kong University of Science and Technology, Hong Kong
Da Yan , Hong Kong University of Science and Technology, Hong Kong
Wilfred Ng , Hong Kong University of Science and Technology, Hong Kong

Range Aggregation with Set Selection (Abstract)

Yufei Tao , Chinese University of Hong Kong, Hong Kong
Cheng Sheng , Google Switzerland, Zürich
Chin-Wan Chung , Korea Advanced Institute of Science and Technology (KAIST), Daejeon
Jong-Ryul Lee , Korea Advanced Institute of Science and Technology (KAIST), Daejeon

Improving Activity Recognition by Segmental Pattern Mining (Abstract)

Umut Avci , University of Trento, Trento
Andrea Passerini , University of Trento, Trento

Large-Scale Pattern Search Using Reduced-Space On-Disk Suffix Arrays (Abstract)

Simon Gog , The University of Melbourne, Melbourne
Alistair Moffat , The University of Melbourne, Melbourne
J. Shane Culpepper , RMIT University, Melbourne
Andrew Turpin , The University of Melbourne, Melbourne
Anthony Wirth , The University of Melbourne, Melbourne

Determining Process Model Precision and Generalization with Weighted Artificial Negative Events (Abstract)

Seppe K.L.M. vanden Broucke , KU Leuven, Leuven
Jochen De Weerdt , Queensland University of Technology, Brisbane
Jan Vanthienen , KU Leuven, Leuven
Bart Baesens , KU Leuven, Leuven and University of Southampton, Southampton

An Evolutionary Multiobjective Approach for Community Discovery in Dynamic Networks (Abstract)

Francesco Folino , National Research Council of Italy (CNR), Institute for High Performance Computing and networking (ICAR), Rende
Clara Pizzuti , National Research Council of Italy (CNR), Institute for High Performance Computing and networking (ICAR), Rende

Pruning Incremental Linear Model Trees with Approximate Lookahead (Abstract)

Andreas Hapfelmeier , Technische Universität München, München
Bernhard Pfahringer , The University of Waikato, Hamilton
Stefan Kramer , Johannes Gutenberg-Universität Mainz, Mainz

An Automated Framework for Incorporating News into Stock Trading Strategies (Abstract)

Wijnand Nuij , Semlab, Alphen a/d Rijn
Viorel Milea , Erasmus University Rotterdam, Rotterdam
Frederik Hogenboom , Erasmus University Rotterdam, Rotterdam
Flavius Frasincar , Erasmus University Rotterdam, Rotterdam
Uzay Kaymak , Eindhoven University of Technology, Eindhoven

Random Projection Random Discretization Ensembles - Ensembles of Linear Multivariate Decision Trees (Abstract)

Amir Ahmad , King Abdulaziz University, Rabigh, Saudi Arabia
Gavin Brown , University of Manchester, Manchester

An Efficient Certificateless Encryption for Secure Data Sharing in Public Clouds (Abstract)

Seung-Hyun Seo , Purdue University, West Lafayette
Mohamed Nabeel , Purdue University, West Lafayette
Xiaoyu Ding , Purdue University, West Lafayette
Elisa Bertino , Purdue University, West Lafayette

A K-Main Routes Approach to Spatial Network Activity Summarization (Abstract)

Dev Oliver , University of Minnesota, Minneapolis
Shashi Shekhar , University of Minnesota, Minneapolis
James M. Kang , National Geospatial-Intelligence Agency, Washington D.C.
Renee Laubscher , National Geospatial-Intelligence Agency, Washington D.C.
Veronica Carlan , National Geospatial-Intelligence Agency, Washington D.C.
Abdussalam Bannur , University of Minnesota, Minneapolis

Authenticating Location-Based Skyline Queries in Arbitrary Subspaces (Abstract)

Xin Lin , East China Normal University, Shanghai and Hong Kong Baptist University, Hong Kong
Jianliang Xu , Hong Kong Baptist University, Hong Kong
Haibo Hu , Hong Kong Baptist University, Hong Kong
Wang-Chien Lee , Penn State University, University Park

Product Aspect Ranking and Its Applications (Abstract)

Zheng-Jun Zha , National University of Singapore, Singapore
Jianxing Yu , National University of Singapore, Singapore
Meng Wang , National University of Singapore, Singapore
Tat-Seng Chua , National University of Singapore, Singapore

Collaborative Online Multitask Learning (Abstract)

Guangxia Li , Nanyang Technological University, Singapore
Steven C.H. Hoi , Nanyang Technological University, Singapore
Kuiyu Chang , Nanyang Technological University, Singapore
Wenting Liu , Nanyang Technological University, Singapore
Ramesh Jain , University of California, Irvine, Irvine

On the Influence Propagation of Web Videos (Abstract)

Jiajun Liu , CSIRO, Australia
Yi Yang , The University of Queensland, Brisbane
Zi Huang , The University of Queensland, Brisbane
Yang Yang , The University of Queensland, Brisbane
Heng Tao Shen , The University of Queensland, Brisbane

Efficient Prediction of Difficult Keyword Queries over Databases (Abstract)

Shiwen Cheng , Univerisity of California, Riverside, Riverside
Arash Termehchy , Oregon State University, Corvallis
Vagelis Hristidis , Univerisity of California, Riverside, Riverside

Managing Evolving Uncertainty in Trajectory Databases (Abstract)

Hoyoung Jeung , SAP Research, Brisbane
Hua Lu , Aalborg University, Aalborg East
Saket Sathe , EPFL, Lausanne
Man Lung Yiu , Hong Kong Polytechnic University, Hong Kong

Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model (Abstract)

Yuan Yao , Nanjing University, Nanjing
Hanghang Tong , City College, CUNY, New York
Xifeng Yan , University of California at Santa Barbara, Santa Barbara
Feng Xu , Nanjing University, Nanjing
Jian Lu , Nanjing University, Nanjing

CoRE: A Context-Aware Relation Extraction Method for Relation Completion (Abstract)

Zhixu Li , The University of Queensland, Brisbane
Mohamed A. Sharaf , The University of Queensland, Brisbane
Laurianne Sitbon , Queensland University of Technology, Brisbane
Xiaoyong Du , MOE China and Renmin University of China, Beijing
Xiaofang Zhou , The University of Queensland, Brisbane, MOE China, and Renmin University of China, Beijing

Toward Scalable Indexing for Top-k Queries (Abstract)

Jongwuk Lee , Pohang University of Science and Technology (POSTECH), Pohang
Hyunsouk Cho , Pohang University of Science and Technology (POSTECH), Pohang
Sunyou Lee , Pohang University of Science and Technology (POSTECH), Pohang
Seung-won Hwang , Pohang University of Science and Technology (POSTECH), Pohang

Top-k Approximate Answers to XPath Queries with Negation (Abstract)

Bettina Fazzinga , University of Calabria, Rende
Sergio Flesca , University of Calabria, Rende
Andrea Pugliese , University of Calabria, Rende

I/O-Efficient Bundled Range Aggregation (Abstract)

Yufei Tao , Chinese University of Hong Kong, Hong Kong
Cheng Sheng , Google, Zürich

NEIWalk: Community Discovery in Dynamic Content-based Networks (Abstract)

Chang-Dong Wang , Sun Yat-sen University, Guangzhou
Jian-Huang Lai , Sun Yat-sen University, Guangzhou
Philip S. Yu , University of Illinois at Chicago, Chicago

Process Discovery Algorithms using Numerical Abstract Domains (Abstract)

Josep Carmona , Universitat Politècnica de Catalunya, Barcelona
Jordi Cortadella , Universitat Politècnica de Catalunya, Barcelona

AOBA: Recognizing Object Behavior in Pervasive Urban Management (Abstract)

Yongli Wang , Nanjing University of Science and Technology, Nanjing
Xiaohua Hu , Drexel University, Philadelphia

Online Discovery of Gathering Patterns over Trajectories (Abstract)

Kai Zheng , University of Queensland, Brisbane
Yu Zheng , Microsoft Research Asia, Beijing
Nicholas Jing Yuan , Microsoft Research Asia, Beijing
Shuo Shang , China University of Petroleum, Beijing
Xiaofang Zhou , University of Queensland, Brisbane and Soochow University, China

Cost-Sensitive Online Classification (Abstract)

Jialei Wang , Nanyang Technological University, Singapore
Peilin Zhao , Nanyang Technological University, Singapore
Steven C.H. Hoi , Nanyang Technological University, Singapore

Efficient Core Maintenance in Large Dynamic Graphs (Abstract)

Rong-Hua Li , Shenzhen University, Shenzhen
Jeffrey Xu Yu , The Chinese University of Hong Kong, Hong Kong
Rui Mao , Shenzhen University, Shenzhen

Trinity: On using Trinary Trees for Unsupervised Web Data Extraction (Abstract)

Hassan A. Sleiman , University of Seville, Sevilla
Rafael Corchuelo , University of Seville, Sevilla

Active Learning Without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach (Abstract)

Yifan Fu , University of Technology, Sydney, Sydney
Bin Li , University of Technology, Sydney, Sydney
Xingquan Zhu , University of Technology, Sydney, Sydney
Chengqi Zhang , University of Technology, Sydney, Sydney

Occurrence-Oriented Design Strategy for Developing Business Process Monitoring Systems (Abstract)

Eladio Domínguez , Universidad de Zaragoza, Zaragoza
Beatriz Pérez , Universidad de La Rioja, Logroño
Ángel L. Rubio , Universidad de La Rioja, Logroño
María A. Zapata , Universidad de Zaragoza, Zaragoza
Juan Lavilla , Infozara Consultoría Informática, Zaragoza
Alberto Allué , Infozara Consultoría Informática, Zaragoza

Multi-Dimensional Classification with Super-Classes (Abstract)

Jesse Read , Universidad Carlos III de Madrid, Madrid
Concha Bielza , Universidad Politécnica de Madrid, Madrid
Pedro Larrañaga , Universidad Politécnica de Madrid, Madrid

Querying Distributed Spatial Datasets with Unknown Regions (Abstract)

Qijun Zhu , Hong Kong University of Science and Technology, Hong Kong
Dik Lun Lee , Hong Kong University of Science and Technology, Hong Kong
Wang-Chien Lee , The Pennsylvania State University, University Park

Personalized Recommendation Combining User Interest and Social Circle (Abstract)

Xueming Qian , Xi'an Jiaotong University, Xi'an
He Feng , Xi'an Jiaotong University, Xi'an
Guoshuai Zhao , Xi'an Jiaotong University, Xi'an
Tao Mei , Microsoft Research Asia, Beijing

PASS: A Parallel Activity Search System (Abstract)

Andrea Pugliese , Università della Calabria, Rende
V.S. Subrahmanian , University of Maryland, College Park
Christopher Thomas , University of Maryland, College Park
Cristian Molinaro , Università della Calabria, Rende

Query Aware Determinization of Uncertain Objects (Abstract)

Jie Xu , University of California at Irvine, Irvine
Dmitri V. Kalashnikov , University of California at Irvine, Irvine
Sharad Mehrotra , University of California at Irvine, Irvine

Close Dominance Graph: An Efficient Framework for Answering Continuous Top-k Dominating Queries (Abstract)

Bagus Jati Santoso , National Taiwan University of Science and Technology, Taipei
Ge-Ming Chiu , National Taiwan University of Science and Technology, Taipei

Authentication of k Nearest Neighbor Query on Road Networks (Abstract)

Yinan Jing , Fudan University, Shanghai
Ling Hu , Google Inc, Mountain View
Wei-Shinn Ku , Auburn University, Auburn
Cyrus Shahabi , University of Southern California, Los Angeles

Towards Online Shortest Paths Computation (Abstract)

Leong Hou U , University of Macau, Macao
Hong Jun Zhao , University of Macau, Macao
Man Lung Yiu , Hong Kong Polytechnic University, Hong Kong
Yuhong Li , University of Macau, Macao
Zhiguo Gong , University of Macau, Macao

Probabilistic Aspect Mining Model for Drug Reviews (Abstract)

Victor C. Cheng , Hong Kong Baptist University, Hong Kong
Clement H.C. Leung , Hong Kong Baptist University, Hong Kong
Jiming Liu , Hong Kong Baptist University, Hong Kong
Alfredo Milani , University of Perugia, Perugia

Computing Multi-Dimensional Trust by Mining E-Commerce Feedback Comments (Abstract)

Xiuzhen Zhang , RMIT University, Melbourne
Lishan Cui , RMIT University, Melbourne
Yan Wang , Macquarie University, Sydney

A Unifying Framework for Mining Approximate Top-k Binary Patterns (Abstract)

Claudio Lucchese , ISTI-CNR, Pisa
Salvatore Orlando , DAIS - Università Ca' Foscari Venezia, Venice
Raffaele Perego , ISTI-CNR, Pisa

Graph based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood (Abstract)

Zhao Zhang , Soochow University, Suzhou
Mingbo Zhao , City University of Hong Kong, Hong Kong
Tommy W.S. Chow , City University of Hong Kong, Hong Kong

E-Tree: An Efficient Indexing Structure for Ensemble Models on Data Streams (Abstract)

Peng Zhang , Chinese Academy of Sciences, Beijing
Chuan Zhou , Chinese Academy of Sciences, Beijing
Peng Wang , Chinese Academy of Sciences, Beijing
Byron J. Gao , Texas State University - San Marcos, San Marcos
Xingquan Zhu , Florida Atlantic University, Boca Raton
Li Guo , Chinese Academy of Sciences, Beijing

Motif-based Hyponym Relation Extraction from Wikipedia Hyperlinks (Abstract)

Bifan Wei , Xi'an Jiaotong University, Shaanxi
Jun Liu , Xi'an Jiaotong University, Shaanxi
Jian Ma , Xi'an Jiaotong University, Shaanxi
Qinghua Zheng , Xi'an Jiaotong University, Shaanxi
Wei Zhang , Amazon.com Inc, Seattle
Boqin Feng , Xi'an Jiaotong University, Shaanxi

Outlier Detection for Temporal Data: A Survey (Abstract)

Manish Gupta , Microsoft, Gachibowli, Hyderabad
Jing Gao , University at Buffalo, The State University of New York, Buffalo
Charu C. Aggarwal , IBM T.J. Watson Research Center, Hawthorne
Jiawei Han , University of Illinois at Urbana-Champaign, Urbana

A Supermodularity-Based Differential Privacy Preserving Algorithm for Data Anonymization (Abstract)

Mohamed R. Fouad , Purdue University, West Lafayette
Elisa Bertino , Purdue University, West Lafayette
Khaled Elbassioni , Masdar Institute of Science and Technology, Saarbrücken

Recommendation with Social Contextual Information (Abstract)

Meng Jiang , Meng Jiang is with the Department of Computer Science and Technology in Tsinghua University.

Scalable Keyword Search on Large RDF Data (Abstract)

Wangchao Le , Wangchao Le is with the School of Computing, University of Utah.(email:lew@cs.utah.edu)

Temporal Workload-Aware Replicated Partitioning for Social Networks (PDF)

Ata Turk , A. Turk is with Yahoo Labs Barcelona.(email:ata@yahoo-inc.com, freha, hakan)

Secure kNN Query Processing in Untrusted Cloud Environments (Abstract)

Sunoh Choi , Sunoh Choi is with the Department of Computer Science, Purdue University, West Lafayette IN 47907, USA.(email:choi39@purdue.edu)
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