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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)

Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data (Abstract)

Lu Lin , State Key Laboratory of Software Development Environment, Beihang University, Beijing, Beijing China 100191 (e-mail: linlu@act.buaa.edu.cn)
Jianxin Li , School of Computer Science & Engineering, Beihang University, Beijing, Beijing China 100191 (e-mail: lijx@buaa.edu.cn)
Feng Chen , Department of Computer Science, University at Albany, Albany, New York United States (e-mail: fchen5@albany.edu)
Jieping Ye , Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, Ann Arbor, Michigan United States (e-mail: jpye@umich.edu)
Jin-Peng Huai , School of Computer, Beihang University, Beijing, Beijing China (e-mail: huaijp@buaa.edu.cn)

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)

Non-overlapping Subsequence Matching of Stream Synopses (Abstract)

Su-Chen Lin , EE, National Taiwan University, Taipei, Taiwan Taiwan 10617 (e-mail: sclin@arbor.ee.ntu.edu.tw)
Mi-Yen Yeh , Institution of Information Science, Academia Sinica, Taipei, Taiwan Taiwan (e-mail: miyen@iis.sinica.edu.tw)
Ming-Syan Chen , EE, National Taiwan University, Taipei, Taiwan, Taiwan Taiwan 106 (e-mail: mschen@cc.ee.ntu.edu.tw)

Search Result Diversity Evaluation based on Intent Hierarchies (Abstract)

Xiaojie Wang , Department of Computing and Information Systems, University of Melbourne, 2281 Melbourne, Victoria Australia (e-mail: xiaojiew1@student.unimelb.edu.au)
Ji-Rong Wen , School of Information, Renmin University of China, 12471 Beijing, Beijing China (e-mail: jirong.wen@gmail.com)
Zhicheng Dou , School of Information, Renmin University of China, 12471 Beijing, Beijing China (e-mail: dou@ruc.edu.cn)
Tetsuya Sakai , Department of Computer Science and Engineering, Waseda Daigaku, 13148 Shinjuku-ku, Tokyo Japan (e-mail: tetsuyasakai@acm.org)
Rui Zhang , Computer Science, University of Melbourne, Carlton, Victoria Australia 3053 (e-mail: rui.zhang@unimelb.edu.au)

SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks (Abstract)

Wei Shen , College of Computer and Control Engineering, Nankai University, 12538 Tianjin, Tianjin China (e-mail: weishen09@gmail.com)
Jiawei Han , Department of Computer Science, Univ. of Illinois at Urbana-Champaign, Urbana, Illinois United States (e-mail: hanj@cs.uiuc.edu)
Jianyong Wang , Department of Computer Science and Technology, Tsinghua University, Beijing, Beijing China (e-mail: jianyong@tsinghua.edu.cn)
Xiaojie Yuan , College of Computer and Control Engineering, Nankai University, Tianjin, Tianjin China (e-mail: yuanxj@nankai.edu.cn)
Zhenglu Yang , College of Computer and Control Engineering, Nankai University, Tianjin, Tianjin China (e-mail: yangzl@nankai.edu.cn)

A Quality-Sensitive Method for Learning from Crowds (Abstract)

Jinhong Zhong , Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong China (e-mail: jinhong@mail.ustc.edu.cn)
Peng Yang , School of Computer Science and Technology, University of Science and Technology of China, 12652 Hefei, Anhui China (e-mail: trevor@mail.ustc.edu.cn)
Ke Tang , Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong China (e-mail: ketang@ustc.edu.cn)

Incremental Frequent Subgraph Mining on Large Evolving Graphs (Abstract)

Ehab Abdelhamid , CS, King Abdullah University of Science and Technology, Thuwal, Mekkah Saudi Arabia (e-mail: ehab.abdelhamid@kaust.edu.sa)
Mustafa Canim , Cognitive computing, IBM Thomas J Watson Research Center, 71353 Yorktown Heights, New York United States (e-mail: mustafa@us.ibm.com)
Mohammad Sadoghi , Computer Science Department, Purdue University System, 8522 West Lafayette, Indiana United States (e-mail: msadoghi@purdue.edu)
Bishwaranjan Bhatta , Cognitive computing, IBM, Hawthorne, New York United States (e-mail: bhatta@us.ibm.com)
Yuan-Chi Chang , Cognitive computing, IBM, Yorktown Heights, New York United States (e-mail: yuanchi@us.ibm.com)
Panos Kalnis , Computer Science, King Abdullah University of Science and Technology, Thuwal, Jeddah Saudi Arabia 23955 (e-mail: panos.kalnis@kaust.edu.sa)

Feature Grouping-based Outlier Detection upon Streaming Trajectories (Abstract)

Jiali Mao , School of Data Science and Engineering, East China Normal University, Shanghai, Shanghai China (e-mail: jlmao1231@stu.ecnu.edu.cn)
Tao Wang , School of Computer Science and Software Engineering, East China Normal University, Shanghai, Shanghai China (e-mail: toy_king@stu.ecnu.edu.cn)
Cheqing Jin , School of Computer Science and Software Engineering, East China Normal University, Shanghai, ShangHai China (e-mail: cqjin@sei.ecnu.edu.cn)
Aoying Zhou , School of Data Science and Engineering, east china normal university, shanghai, ShangHai China (e-mail: ayzhou@sei.ecnu.edu.cn)

Frog: Asynchronous Graph Processing on GPU with Hybrid Coloring Model (Abstract)

Xuanhua Shi , College of Computing, Huazhong University of Science and Technology, Wuhan, HuBei China (e-mail: xhshi@hust.edu.cn)
Xuan Luo , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: luoxuan@hust.edu.cn)
Junling Liang , School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: junlingliang@hust.edu.cn)
Peng Zhao , school of computer science and technology, Huazhong University of Science and Technology, Wuhan, Hubei China (e-mail: zhaopeng@hust.edu.cn)
Sheng Di , HPC, Argonne National Laboratory, 1291 Argonne, Illinois United States (e-mail: sdi1@anl.gov)
Bingsheng He , School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: hebs@comp.nus.edu.sg)
Hai Jin , School of Computer Science and Technology, Huazhong University of Science and Technology(HUST), Wuhan, Hubei China (e-mail: hjin@hust.edu.cn)

Associated Activation-Driven Enrichment: Understanding Implicit Information from a Cognitive Perspective (Abstract)

Jie Bai , School of Computer and Control Engineering, University of the Chinese Academy of Sciences, 74519 Beijing, Beijing China (e-mail: baijie2013@ia.ac.cn)
Linjing Li , The State Key Lab of Management and Control for Complex Systems, CASIA, Beijing, Beijing China (e-mail: linjing.li@ia.ac.cn)
Daniel Zeng , Laboratory of Complex Systems and Intelligence Science, Institute of Automation, Chinese Academy of Sciences and MIS Department, Beijing, Beijing China (e-mail: dajun.zeng@ia.ac.cn)
Qiudan Li , The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Beijing, Beijing China (e-mail: qiudan.li@ia.ac.cn)

Beautiful and damned. Combined effect of content quality and social ties on user engagement (Abstract)

Luca M. Aiello , Bell Labs, Nokia Bell Labs, Cambridge, Cambridgeshire United Kingdom of Great Britain and Northern Ireland (e-mail: lajello@gmail.com)
Rossano Schifanella , Computer Science Department, University of Turin, Torino, Torino Italy 10149 (e-mail: schifane@di.unito.it)
Miriam Redi , Bell Labs, Nokia Bell Labs, Cambridgshire, Cambridge United Kingdom of Great Britain and Northern Ireland (e-mail: miriam.redi@gmail.com)
Stacey Svetlichnaya , Flickr, Yahoo! Inc, 132174 Sunnyvale, California United States (e-mail: stacey@yahoo-inc.com)
Frank Liu , Flickr, Yahoo! Inc, 132174 Sunnyvale, California United States (e-mail: frank@yahoo-inc.com)
Simon Osindero , Flickr, Yahoo! Inc, 132174 Sunnyvale, California United States (e-mail: simon@yahoo-inc.com)

Scalable Graph-Based Semi-Supervised Learning Through Sparse Bayesian Model (Abstract)

Bingbing Jiang , School of Computer Science and Technology, University of Science and Technology of China, 12652 Hefei, Anhui China (e-mail: jiangbb@mail.ustc.edu.cn)
Huanhuan Chen , School of Computer Science, University of Science and Technology of China, 12652 Hefei, Anhui China (e-mail: hchen@ustc.edu.cn)
Bo Yuan , Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong China 518055 (e-mail: yuanb@sustc.edu.cn)
Xin Yao , CERCIA, School of Computer Science, University of Birmingham, 1724 Birmingham, West Midlands United Kingdom of Great Britain and Northern Ireland (e-mail: x.yao@cs.bham.ac.uk)

Computing Crowd Consensus with Partial Agreement (Abstract)

Nguyen Quoc Viet Hung , EAIT, University of Queensland, 1974 Brisbane, Queensland Australia (e-mail: quocviethung1@gmail.com)
Huynh Huu Viet , IT, Deakin University, 2104 Burwood, Victoria Australia (e-mail: hhviet@gmail.com)
Nguyen Thanh Tam , IC, Ecole Polytechnique Federale de Lausanne, 27218 Lausanne, VD Switzerland (e-mail: tam.nguyenthanh@epfl.ch)
Matthias Weidlich , CS, Humboldt-Universitat zu Berlin, 9373 Berlin, Berlin Germany (e-mail: matthias.weidlich@hu-berlin.de)
Hongzhi Yin , School of ITEE, University of Queensland, 1974 Brisbane, Queensland Australia 4072 (e-mail: h.yin1@uq.edu.au)
Xiaofang Zhou , School of Info. Technology & Electrical Engineering, The University of Queensland, Brisbane, Queensland Australia 4072 (e-mail: zxf@itee.uq.edu.au)

Learning Activity Predictors from Sensor Data: Algorithms, Evaluation, and Applications (Abstract)

Bryan Minor , Electrical Engineering and Computer Science, Washington State University, 6760 Pullman, Washington United States (e-mail: bminor@eecs.wsu.edu)
Janardhan Rao Doppa , EECS, Washington State University, Pullman, Washington United States (e-mail: jana@eecs.wsu.edu)
Diane J. Cook , EECS, Washington State University, Pullman, Washington United States 99164 (e-mail: cook@eecs.wsu.edu)

Two Efficient Hashing Schemes for High-Dimensional Furthest Neighbor Search (Abstract)

Qiang Huang , School of Data and Computer Science, Sun Yat-sen University, Guangzhou, Guang Dong China (e-mail: huangq25@mail2.sysu.edu.cn)
Jianlin Feng , School of Software, Sun Yat-Sen University, Guangzhou, Guangdong China (e-mail: fengjlin@mail.sysu.edu.cn)
Qiong Fang , School of Software Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China 510640 (e-mail: sefangq@scut.edu.cn)
Wilfred Ng , CSE, HKUST, BA, Kowloon Hong Kong (e-mail: wilfred@cse.ust.hk)

Automating Characterization Deployment in Distributed Data Stream Management Systems (Abstract)

Chunkai Wang , School of Information, Renmin University of China, 12471 Beijing, Beijing China (e-mail: chunkai_wang@163.com)
Xiaofeng Meng , School of Information, Renmin University of China, Beijing, Beijing China 100872 (e-mail: xfmeng@ruc.edu.cn)
Qi Guo , State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: guoqi@ict.ac.cn)
Zujian Weng , School of Information, Renmin University of China, 12471 Beijing, Beijing China (e-mail: hankwing@hotmail.com)
Chen Yang , School of Information, Renmin University of China, 12471 Beijing, Beijing China (e-mail: yangchenwo@126.com)

Computing Maximized Effectiveness Distance for Recall-Based Metrics (Abstract)

Alistair Moffat , Department of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria Australia (e-mail: ammoffat@unimelb.edu.au)

Efficient Implementation Of Newton-Raphson Methods For Sequential Data Prediction (Abstract)

Burak C. Civek , Electrical and Electronics Engineering, Bilkent Universitesi, 52948 Ankara, Ankara Turkey 06800 (e-mail: civek@ee.bilkent.edu.tr)
Suleyman S. Kozat , Electrical and Electronics Engineering, Bilkent University, Ankara, Ankara Turkey (e-mail: kozat@ee.bilkent.edu.tr)

Hashtagger+: Efficient High-Coverage Social Tagging of Streaming News (Abstract)

Bichen Shi , School of Computer Science, University College Dublin, 8797 Dublin, Dublin Ireland (e-mail: claireshi1229@gmail.com)
Gevorg Poghosyan , School of Computer Science, University College Dublin, 8797 Dublin, Dublin Ireland (e-mail: gevorg.poghosyan@insight-centre.org)
Georgiana Ifrim , CS, University College Dublin, 8797 Dublin, Leinster Ireland 4 (e-mail: georgiana.ifrim@insight-centre.org)
Neil Hurley , School of Computer Science, University College Dublin, 8797 Dublin, Dublin Ireland (e-mail: neil.hurley@insight-centre.org)

Document Summarization for Answering Non-Factoid Queries (Abstract)

Evi Yulianti , School of Science, RMIT University City Campus, 95543 Melbourne, Victoria Australia (e-mail: s3367104@student.rmit.edu.au)
Ruey-Cheng Chen , School of Science, RMIT University City Campus, 95543 Melbourne, Victoria Australia (e-mail: ruey-cheng.chen@rmit.edu.au)
Falk Scholer , School of Science, RMIT University City Campus, 95543 Melbourne, Victoria Australia (e-mail: falk.scholer@rmit.edu.au)
Bruce Croft , School of Science, RMIT University City Campus, 95543 Melbourne, Victoria Australia (e-mail: bruce.croft@rmit.edu.au)
Mark Sanderson , School of Science, RMIT University City Campus, 95543 Melbourne, Victoria Australia (e-mail: mark.sanderson@rmit.edu.au)

A Non-Parametric Algorithm for Discovering Triggering Patterns of Spatio-Temporal Event Types (Abstract)

Berna Bakir Bakir Batu , Laboratoire de Recherche en Informatique, Universite Paris-Sud, 27048 Orsay, Île-de-France France (e-mail: bernabakir@gmail.com)
Tugba Taskaya Temizel , Information Systems, Middle East Technical University, Ankara, Ankara Turkey (e-mail: ttemizel@metu.edu.tr)
Sebnem Duzgun , Mining Engineering, Colorado School of Mines, 3557 Golden, Colorado United States (e-mail: duzgun@mines.edu)

Knowledge Graph Embedding: A Survey of Approaches and Applications (Abstract)

Quan Wang , Chinese Academy of Sciences, Institute of Information Engineering, Beijing, Beijing China (e-mail: wangquan@iie.ac.cn)
Zhendong Mao , Chinese Academy of Sciences, Institute of Information Engineering, Beijing, Beijing China (e-mail: maozhendong@iie.ac.cn)
Bin Wang , Chinese Academy of Sciences, Institute of Information Engineering, Beijing, Beijing China (e-mail: wangbin@iie.ac.cn)
Li Guo , Chinese Academy of Sciences, Institute of Information Engineering, Beijing, Beijing China (e-mail: guoli@iie.ac.cn)

Personalized and Diverse Task Composition in Crowdsourcing (Abstract)

Maha Alsayasneh , LIG, Universite Grenoble Alpes, 133618 Saint-Martin-d'Heres, . France (e-mail: maha.alsayasneh@univ-grenoble-alpes.fr)
Sihem Amer-Yahia , LIG, Universite Grenoble Alpes, 133618 Saint-Martin-d'Heres, . France (e-mail: Sihem.Amer-Yahia@imag.fr)
Eric Gaussier , LIG, Universite Grenoble Alpes, 27015 Saint-Martin-d'Heres, Rhne-Alpes France (e-mail: Eric.Gaussier@imag.fr)
Vincent Leroy , LIG, Universite Grenoble Alpes, 133618 Saint-Martin-d'Heres, . France (e-mail: vincent.leroy@imag.fr)
Julien Pilourdault , LIG, Universite Grenoble Alpes, 133618 Saint-Martin-d'Heres, . France (e-mail: julien.pilourdault@imag.fr)
Ria Mae Borromeo , computer science, Keio Gijuku Daigaku - Hiyoshi Campus, 26322 Yokohama, Kanagawa Japan (e-mail: riamae@keio.jp)
Motomichi Toyama , computer science, Keio Gijuku Daigaku - Hiyoshi Campus, 26322 Yokohama, Kanagawa Japan (e-mail: toyama@keio.jp)
Jean-Michel Renders , Computer Science, Xerox Research Centre Europe, 84341 Meylan, . France (e-mail: jean-michel.renders@xrce.xerox.com)

MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Abstract)

Pinghui Wang , MOE Key Laboratory for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: wangpinghui369@gmail.com)
Junzhou Zhao , Computer Science & Engineering, The Chinese University of Hong Kong, Shatin, Shatin/NT Hong Kong (e-mail: jzzhao@sei.xjtu.edu.cn)
Xiangliang Zhang , Division of Computer, Electrical and Mathematical Sciences & Engineering, King Abdullah University of Science and Technology, Thuwal, Mekka Saudi Arabia (e-mail: xiangliang.zhang@kaust.edu.sa)
Zhenguo Li , n/a, Huawei Noah's Ark Lab, Hong Kong, n/a Hong Kong (e-mail: li.zhenguo@huawei.com)
Jiefeng Cheng , Cloud Security Lab, Tencent, Shenzhen, Shenzhen Hong Kong (e-mail: geoffcheng@tencent.com)
John C.S. Lui , Computer Science & Engineering, The Chinese University of Hong Kong, Shatin, Shatin/NT Hong Kong 00000 (e-mail: cslui@cse.cuhk.edu.hk)
Don Towsley , Computer Science, University of Massachusetts, Amherst, Massachusetts United States (e-mail: towsley@cs.umass.edu)
Jing Tao , NSKEYLAB, Xi'an Jiaotong University, 12480 Xi'an, Shaanxi China (e-mail: jtao@mail.xjtu.edu.cn)
Xiaohong Guan , School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi China (e-mail: xhguan@mail.xjtu.edu.cn)

Weakly-supervised Deep Embedding for Product Review Sentiment Analysis (Abstract)

Wei Zhao , School of Computer Science and Technology, Xidian University, Xi'an, Shaanxi China (e-mail: ywzhao@mail.xidian.edu.cn)
Ziyu Guan , School of Information and Technology, Northwest University of China, Xi'an, Shaanxi China 710127 (e-mail: ziyuguan@nwu.edu.cn)
Long Chen , School of Information and Technology, Northwest University of China, Xi'an, Shannxi China 710127 (e-mail: longchen@stumail.nwu.edu.cn)
Xiaofei He , State Key Lab of CAD&CG, Zhejiang University, Hangzhou, Zhejiang China 310058 (e-mail: xiaofeihe@cad.zju.edu.cn)
Deng Cai , Computer Science, Zhejiang Univerisity, Hangzhou, Zhejiang China (e-mail: dengcai@gmail.com)
Beidou Wang , School of Computing Science, Simon Fraser University, 1763 Burnaby, British Columbia Canada (e-mail: beidouw@sfu.ca)
Quan Wang , School of Computer Science and Technology, Xidian University, 47905 Xian, Shaanxi China (e-mail: qwang@xidian.edu.cn)

String Similarity Search: A Hash-Based Approach (Abstract)

Hao Wei , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China (e-mail: hwei@se.cuhk.edu.hk)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)
Can Lu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, Hong Kong China (e-mail: lucan@se.cuhk.edu.hk)

MV-FTL: An FTL that Provides Storage-Level Multi-Version Management (Abstract)

Doogie Lee , Computer Science, Yonsei University, 26721 Seodaemun-gu, Seoul Korea (the Republic of) (e-mail: edoogie@gmail.com)
Mincheol Shin , Computer Science, Yonsei University, Seoul, Seoul Korea (the Republic of) (e-mail: smanioso@yonsei.ac.kr)
Wongi Choi , Computer Science, Yonsei University, 26721 Seodaemun-gu, Seoul Korea (the Republic of) (e-mail: cwk1412@yonsei.ac.kr)
Hongchan Roh , Computer Science, Yonsei University, 26721 Seoul, Seoul Korea (the Republic of) (e-mail: fallsmal@gmail.com)
Sanghyun Park , Computer Science, Yonsei University, Seoul, Seoul Korea (the Republic of) (e-mail: sanghyun@yonsei.ac.kr)

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns (Abstract)

Jingbo Shang , Computer Science Department, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States (e-mail: shang7@illinois.edu)
Meng Jiang , Computer Science Department, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States (e-mail: mjiang89@illinois.edu)
Wenzhu Tong , Computer Science Department, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States (e-mail: wtong8@illinois.edu)
Jinfeng Xiao , Computer Science Department, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States (e-mail: jxiao13@illinois.edu)
Jian Peng , Computer Science Department, University of Illinois at Urbana-Champaign, 14589 Urbana, Illinois United States (e-mail: jianpeng@illinois.edu)
Jiawei Han , Computer Science Department, University of Illinois, Urbana-Champaign, Urbana, Illinois United States (e-mail: hanj@illinois.edu)

On the Complexity of Bounded View Propagation for Conjunctive Queries (Abstract)

Dongjing Miao , computer science, Georgia State University, atlanta, Georgia United States (e-mail: dmiao1@student.gsu.edu)
Zhipeng Cai , computer science, Georgia State University, atlanta, Georgia United States 30303 (e-mail: zcai@gsu.edu)
Jianzhong Li , Computer Science and Engineering, Harbin Institue of Technology, Harbin, Heilongjiang China 150001 (e-mail: lijzh@hit.edu.cn)

Redundancy Reduction for Prevalent Co-location Patterns (Abstract)

Lizhen Wang , Department of Computer Science and Engineering, School of Information Science and Engineering, Yunnan University, Kunming, Yunnan China (e-mail: lzhwang2005@126.com)
XuGuang Bao , Department of Computer Science and Engineering, Yunnan University, 12635 Kunming, Yunnan China (e-mail: bbaaooxx@163.com)
Lihua Zhou , Department of Computer Science and Engineering, School of Information Science and Engineering, Yunnan University, Kunming, Yunnan China (e-mail: lhzhou@ynu.edu.cn)

Linking Fine-Grained Locations in User Comments (Abstract)

Jialong Han , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: jialonghan@gmail.com)
Aixin Sun , School of Computer Engineering, Nanyang Technological University, Singapore, Singapore Singapore 639798 (e-mail: axsun@ntu.edu.sg)
Gao Cong , School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: gaocong@ntu.edu.sg)
Xin Zhao , School of Information, Renmin University of China, Beijing, Beijing China (e-mail: batmanfly@gmail.com)
Zongcheng Ji , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: jizongcheng@gmail.com)
Minh C. Phan , School of Computer Science and Engineering, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: phan0050@e.ntu.edu.sg)

An Efficient Ride-Sharing Framework for Maximizing Shared Route (Abstract)

Na Ta , School of Journalism and Communication, Renmin University of China, 12471 Beijing, Beijing China (e-mail: dan13@mails.tsinghua.edu.cn)
Guoliang Li , Department of Computer Science and Technology, Tsinghua Univsersity, Beijing, Beijing China 100084 (e-mail: liguoliang@tsinghua.edu.cn)
Tianyu Zhao , Computer Science, Tsinghua University, 12442 Beijing, Beijing China (e-mail: ztypl@buaa.edu.cn)
Jianhua Feng , Department of Computer Science and Technology, Tsinghua University, Beijing, Beijing China 100084 (e-mail: fengjh@tsinghua.edu.cn)
Hanchao Ma , Department of Computer Science, Tsinghua University, 12442 Beijing, Beijing China (e-mail: mahanchao@hotmail.com)
Zhiguo Gong , Department of Computer and Information Science, University of Macau, Macao, Macao Macao (e-mail: fstzgg@umac.mo)

FEDERAL: A Framework for Distance-Aware Privacy-Preserving Record Linkage (Abstract)

Dimitrios Karapiperis , School of Science and Technology, Hellenic Open University, Patras, Patras Greece (e-mail: dkarapiperis@eap.gr)
Aris Gkoulalas-Divanis , IBM Watson Health, IBM, Cambridge, Massachusetts United States (e-mail: gkoulala@us.ibm.com)
Vassilios S. Verykios , School of Science and Technology, Hellenic Open University, Patras, Patras Greece (e-mail: verykios@eap.gr)

Longest Increasing Subsequence Computation over Streaming Sequence (Abstract)

Youhuan Li , ICST, WIP, Beijing, Beijing China 100080 (e-mail: liyouhuan@pku.edu.cn)
Lei Zou , Institute of Computer Science and Technology, Peking University, Beijing, Beijing China (e-mail: zoulei@pku.edu.cn)
Huaming Zhang , Computer Science, University of Alabama in Huntsville, Huntsville, Alabama United States 35899 (e-mail: hzhang@cs.uah.edu)
Dongyan Zhao , ICST, Peking University, Beijing, Beijing China (e-mail: zhaod@pku.edu.cn)

Efficient Parameter Estimation for Information Retrieval using Black-box Optimization (Abstract)

Alberto Costa , Industrial & Systems Engineering, National University of Singapore, 37580 Singapore, Singapore Singapore (e-mail: costa@lix.polytechnique.fr)
Emanuele Di Buccio , Department of Information Engineering, University of Padua, Padova, Padova Italy 35131 (e-mail: dibuccio@dei.unipd.it)
Massimo Melucci , Department of Information Engineering, University of Padua, Padova, Padova Italy (e-mail: melo@dei.unipd.it)
Giacomo Nannicini , IBM Thomas J Watson Research Center, 71353 Yorktown Heights, New York United States (e-mail: giacomo.n@gmail.com)

THINKER - Entity Linking System for Turkish Language (Abstract)

Murat Kalender , Computer Engineering, Yeditepe University, Atasehir, Istanbul Turkey (e-mail: mkalendertr@gmail.com)
Emin Erkan Korkmaz , Computer Engineering, Yeditepe University, Istanbul, Atasehir Turkey (e-mail: ekorkmaz@cse.yeditepe.edu.tr)

AMDO: an Over-Sampling Technique for Multi-Class Imbalanced Problems (Abstract)

Xuebing Yang , Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: yangxuebing2013@ia.ac.cn)
Qiuming Kuang , Institute of Automation, Chinese Acamedy of Sciences, Beijing, Beijing China (e-mail: kuangqiuming2014@ia.ac.cn)
Wensheng Zhang , Institute of Automation, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: wensheng.zhang@ia.ac.cn)
Guoping Zhang , Public Meteorological Service Center, Chinese Meteorological Administration, Beijing, Beijing China (e-mail: zhanggp@cma.gov.cn)

High-Level Programming Abstractions for Distributed Graph Processing (Abstract)

Vasiliki Kalavri , Computer Science, ETH Zurich, Zurich, Zurich Switzerland (e-mail: kalavriv@inf.ethz.ch)
Vladimir Vlassov , Department of Software and Computer Systems (SCS), Royal Institute of Technology (KTH), School for Information and Communication Technology (ICT), Kista, - Sweden SE-164 40 (e-mail: vladv@kth.se)
Seif Haridi , Software and Computer Systems, KTH Royal Institute of Technology, Stockholm, Stockholm Sweden (e-mail: haridi@kth.se)

Clarifying Trust in Social Internet of Things (Abstract)

Zhiting Lin , School of Electronics and Information Engineering, Anhui University, 12487 Hefei, Anhui China (e-mail: ztlin@ahu.edu.cn)
Liang Dong , Electrical and Computer Engineering, Baylor University, Waco, Texas United States 76798 (e-mail: liang_dong@baylor.edu)

Product Adoption Rate Prediction in a Competitive Market (Abstract)

Le Wu , Computer and Information, Hefei University of Technology, China, Anhui China (e-mail: lewu.ustc@gmail.com)
Qi Liu , School of Computer Science, University of Science and Technology of China, 12652 Hefei, Anhui China (e-mail: qiliuql@ustc.edu.cn)
Richang Hong , School of Computer and Information, Hefei University of Technology, Hefei, Anhui China (e-mail: hongrc.hfut@gmail.com)
Enhong Chen , School of Computer Science, University of Science and Technology of China, Hefei, Anhui China (e-mail: cheneh@ustc.edu.cn)
Yong Ge , Eller College of Management, University of Arizona, 8041 Tucson, Arizona United States (e-mail: yongge@email.arizona.edu)
Xing Xie , Microsoft Research, Microsoft Research Asia, Beijing, Beijing China (e-mail: Xing.Xie@microsoft.com)
Meng Wang , School of Computer and Information, Hefei University of Technology, 12513 Hefei, Anhui China (e-mail: eric.mengwang@gmail.com)

Complementary Aspect-based Opinion Mining (Abstract)

Yuan Zuo , Information Systems, A717, School of Economics and Management, Beihang University, Beijing, Beijing China (e-mail: skywatcher.buaa@gmail.com)
Junjie Wu , Information Systems, Beihang University, Beijing, Beijing China 100191 (e-mail: wujj02@gmail.com)
Hui Zhang , School of Computer Science and Engineering, Beihang University, Beijing, Beijing China (e-mail: sample1@buaa.edu.cn)
Deqing Wang , School of Computer Science and Engineering, Beihang University, Beijing, Beijing China (e-mail: sample2@buaa.edu.cn)
Ke Xu , School of Computer Science and Engineering, Beihang University, Beijing, Beijing China (e-mail: sample3@buaa.edu.cn)
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)

T. M. Chan , The Hong Kong Polytechnic University, Kowloon
Henry C. W. Lau , 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)

Yong Liu , Harbin Institute of Technology, Harbin
Hong Gao , Harbin Institute of Technology, Harbin
Jianzhong Li , 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
Dimitris Papadias , Hong Kong University of Science and Technology, Hong Kong
Yin Yang , 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)

Reda Alhajj , University of Calgary, Calgary
Mohammed Alshalalfa , University of Calgary, Calgary
Faraz Rasheeed , 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
Richard T. Snodgrass , University of Arizona, Tucson
Sudha Ram , 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)

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

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)

Barna Saha , AT&T Labs - Research, Florham Park
Philip (Flip) Korn , AT&T Labs - Research, Florham Park
Howard Karloff , AT&T Labs - Research, Florham Park
Lukasz Golab , University of Waterloo, Waterloo
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
Richard T. Snodgrass , University of Arizona, Tucson
Sudha Ram , 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)

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

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)

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

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

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

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

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)

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

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)

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

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

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

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
REGULAR PAPERS

OCCT: A One-Class Clustering Tree for Implementing One-to-Many Data Linkage (Abstract)

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

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

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

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)

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

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

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

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

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

Security Evaluation of Pattern Classifiers Under Attack (Abstract)

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

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

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

Antonio Picariello , Universita di Napoli, Napoli
Fabio Persia , Universita di Napoli, Napoli
Cristian Molinaro , University of Maryland, College Park
Massimiliano Albanese , George Mason University, Fairfax
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)

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

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

Nagabhushana Prabhu , Purdue University, West Lafayette
Arif Ghafoor , Purdue University, West Lafayette
Walid G. Aref , Purdue University, West Lafayette
Zahid Pervaiz , 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
Jianhua Feng , Tsinghua University, Beijing
Guoliang Li , Tsinghua Univsersity, 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)

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

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

Li Xiong , Emory University, Atlanta
Liyue Fan , 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)

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

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

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

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

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

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)

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

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)

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

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

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

Interpreting the Public Sentiment Variations on Twitter (Abstract)

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

Fast Low-Rank Subspace Segmentation (Abstract)

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

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

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

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

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

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

Pruning Incremental Linear Model Trees with Approximate Lookahead (Abstract)

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

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)

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

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

Haibo Hu , Hong Kong Baptist University, Hong Kong
Jianliang Xu , Hong Kong Baptist University, Hong Kong
Xin Lin , East China Normal University, Shanghai and 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)

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

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)

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

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

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)

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

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

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)

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

Query Aware Determinization of Uncertain Objects (Abstract)

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