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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)

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)

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)

Efficient Recommendation of Aggregate Data Visualizations (Abstract)

Humaira Ehsan , ITEE, University of Queensland, 1974 Brisbane, Queensland Australia 4072 (e-mail: h.ehsan@uq.edu.au)
Mohamed Sharaf , ITEE, Universirty of Queensland, Brisbane, Queensland Australia 4072 (e-mail: m.sharaf@uq.edu.au)
Panos K. Chrysanthis , Dept. of Computer Science, University of Pittsburgh, Pittsburgh, Pennsylvania United States 15260 (e-mail: panos@cs.pitt.edu)

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)

Exploring Triangle-free Dense Structures (Abstract)

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

A Location-Query-Browse Graph for Contextual Recommendation (Abstract)

Yongli Ren , School of Science, RMIT University, Melbourne, Victoria Australia (e-mail: yongli.ren@rmit.edu.au)
Martin Tomko , Department of Computing and Information Systems, The University of Melbourne, Melbourne, Victoria Australia (e-mail: tomkom@unimelb.edu.au)
Flora D. Salim , School of Science, RMIT University, Melbourne, Victoria Australia (e-mail: flora.salim@rmit.edu.au)
Jeffrey Chan , School of Science, RMIT University, Melbourne, Victoria Australia (e-mail: jeffrey.chan@rmit.edu.au)
Charles Clarke , School of Computer Science, University of Waterloo, N2L 3G1, Ontario Canada (e-mail: claclark@gmail.com)
Mark Sanderson , School of Science, RMIT University, Melbourne, Victoria Australia (e-mail: mark.sanderson@rmit.edu.au)

Reverse Approximate Nearest Neighbor Queries (Abstract)

Arif Hidayat , Clayton School of Information Technology, Monash University, Clayton, Victoria Australia (e-mail: arif.hidayat@monash.edu)
shiyu yang , School of Computer Science and Engineering, The University of New South Wales, Sydney, New South Wales Australia (e-mail: yangs@cse.unsw.edu.au)
Muhammad Aamir Cheema , Clayton School of Information Technology, Monash University, Clayton, Victoria Australia 3168 (e-mail: aamir.cheema@monash.edu)
David Taniar , Clayton School of Information Technology, Monash University, Melbourne, Victoria Australia (e-mail: David.Taniar@monash.edu)

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection (PDF)

Xiaofeng Zhu , Colledge of Computer Science and Information Technology, Guangxi Normal University, 12388 Guilin, Guangxi China (e-mail: seanzhuxf@gmail.com)
Shichao Zhang , College of Computer Science and Information Technology, Guangxi Normal University, Guilin, Guangxi China 541004 (e-mail: zhangsc@mailbox.gxnu.edu.cn)
Rongyao Hu , Colledge of Computer Science and Information Technology, Guangxi Normal University, 12388 Guilin, Guangxi China (e-mail: hu_No1@126.com)
Yonghua Zhu , Colledge of Computer Science and Information Technology, Guangxi University, Nanning, Guangxi China (e-mail: yhzhu66@qq.com)
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)

Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs (Abstract)

Sen Hu , Institute of Computer Science, Peking University, Beijing, Beijing China (e-mail: husen@pku.edu.cn)
Lei Zou , Institute of Computer Science and Technology, Peking University, Beijing, Beijing China (e-mail: zoulei@pku.edu.cn)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)
Haixun Wang , Facebook, Facebook Inc, 342996 Menlo Park, California United States (e-mail: haixun@gmail.com)
Dongyan Zhao , ICST, Peking University, Beijing, Beijing China (e-mail: zhaod@pku.edu.cn)

PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data (Abstract)

Xiaojun Chen , College of Computer Science and Software, Shenzhen University, 47890 Shenzhen, Guangdong China 518060 (e-mail: xjchen.hitsz@gmail.com)
Yixiang Fang , Computer Science, The University of Hong Kong, Hong Kong, Hong Kong China (e-mail: yxfang@cs.hku.hk)
Min Yang , Institute of Advanced Computing and Digital Engineering, Shenzhen Institutes of Advanced Technology, Shenzhen, Guangdong China (e-mail: min.yang1129@gmail.com)
Feiping Nie , Department of Automation, Tsinghua University, Beijing, Beijing China 100084 (e-mail: feipingnie@gmail.com)
Zhou Zhao , Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang China (e-mail: zhaozhou@zju.edu.cn)
Joshua Zhexue Huang , College of Computer Sciences & Software Engineering, Shenzhen University, Shenzen, Guangdong China (e-mail: zx.huang@szu.edu.cn)

Workload Management in Database Management Systems: A Taxonomy (Abstract)

Mingyi Zhang , Software Lab, Huawei America Research, Santa Clara, California United States (e-mail: zhmyi@yahoo.com)
Patrick Martin , School of Computing, Queen's University, Kingston, Ontario Canada K7P 2P6 (e-mail: martin@cs.queensu.ca)
Wendy Powley , School of Computing, Queen's University, kingston, Ontario Canada (e-mail: wendy@cs.queensu.ca)
Jianjun Chen , Software Lab, Huawei America Research, Santa Clara, California United States (e-mail: jianjunchen99@gmail.com)

MPI-FAUN: An MPI-Based Framework for Alternating-Updating Nonnegative Matrix Factorization (Abstract)

Ramakrishnan Kannan , Computational Sciences and Engineering Division, Oak Ridge National Laboratory, 6146 Oak Ridge, Tennessee United States (e-mail: kannanr@ornl.gov)
Grey Ballard , Computer Science, Wake Forest University, 8676 Winston-Salem, North Carolina United States 27109 (e-mail: ballard@wfu.edu)
Haesun Park , College of Computing, Georgia Institute of Technology, Atlanta, Georgia United States 30332-0280 (e-mail: hpark@cc.gatech.edu)

Discovering Canonical Correlations between Topical and Topological Information in Document Networks (Abstract)

Yuan He , Department of Computer Science, Tongji University, Shanghai, Shanghai China 201804 (e-mail: yaronhe@outlook.com)
Cheng Wang , Department of Computer Science, Tongji University, Shanghai, Shanghai China (e-mail: chengwang@tongji.edu.cn)
Changjun Jiang , Department of Computer Science and Technology, Tongji University, Shanghai, ShangHai China (e-mail: cjjiang@tongji.edu.cn)

Using Reenactment to Retroactively Capture Provenance for Transactions (Abstract)

Bahareh Sadat Arab , Computer Science, Illinois Institute of Technology, 2455 Chicago, Illinois United States (e-mail: barab@hawk.iit.edu)
Dieter Gawlick , Databases, Oracle, Redwood City, California United States 94065 (e-mail: dieter.gawlick@oracle.com)
Vasudha Krishnaswamy , Database, Oracle Corp, 50301 Redwood City, California United States (e-mail: vasudha.krishnaswamy@oracle.com)
Venkatesh Radhakrishnan , IT, LinkedIn Corp, 435077 Mountain View, California United States (e-mail: vradhakrishnan@linkedin.com)
Boris Glavic , Computer Science, Illinois Institute of Technology, 2455 Chicago, Illinois United States (e-mail: bglavic@iit.edu)

ComClus: A Self-Grouping Framework for Multi-Network Clustering (Abstract)

Jingchao Ni , College of Information Sciences and Technology, Pennsylvania State University, 8082 University Park, Pennsylvania United States (e-mail: jingchaoni@psu.edu)
Wei Cheng , Data Science Department, NEC Laboratories America Inc, 102731 Princeton, New Jersey United States (e-mail: chengw02@gmail.com)
Wei Fan , Medical AI Lab, Tencent, Palo Alto, California United States (e-mail: davidwfan@tencent.com)
Xiang Zhang , College of Information Sciences and Technology, Pennsylvania State University, 8082 University Park, Pennsylvania United States (e-mail: xzhang@ist.psu.edu)

Cleaning Antipatterns in an SQL Query Log (Abstract)

Natalia Arzamasova , IPD, Karlsruher Institut fur Technologie, 150232 Karlsruhe, Baden-Wrttemberg Germany 76131 (e-mail: natalia.arzamasova@kit.edu)
Martin Schaeler , Computer Sciences, Karlsruher Institut fur Technologie, 150232 Karlsruhe, Baden-Wrttemberg Germany 76131 (e-mail: martin.schaeler@kit.edu)
Klemens Bohm , Institute for Program Structures and Data Organization, Karlsruhe Institute of Technology, Karlsruhe, BW Germany 76131 (e-mail: klemens.boehm@kit.edu)

Improved Lower Bounds for Graph Edit Distance (Abstract)

David Benjamin Blumenthal , Computer Science, Libera Universita di Bolzano, 18956 Bolzano, BZ Italy 39100 (e-mail: david.blumenthal@inf.unibz.it)
Johann Gamper , Faculty of Computer Science, Free University of Bozen-Bolzano, Bozen-Bolzano, BZ Italy 39100 (e-mail: gamper@inf.unibz.it)

Efficient Maintenance of Shortest Distances in Dynamic Graphs (Abstract)

Sergio Greco , DIMES, University of Calabria, Rende, Cosenza Italy (e-mail: greco@dimes.unical.it)
Cristian Molinaro , DIMES, University of Calabria, Rende, Cosenza Italy (e-mail: cmolinaro@dimes.unical.it)
Chiara Pulice , Department of Computer Science, Dartmouth College Department of Computer Science, 349041 Hanover, New Hampshire United States (e-mail: cpulice@dimes.unical.it)

Robust Prototype-based Learning on Data Streams (Abstract)

Junming Shao , School of Computer Science and Engineering, Big Data Research Center, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China 610054 (e-mail: junming.shao@gmail.com)
Feng Huang , School of Computer Science and Engineering, Big Data Research Center, University of Electronic Science and Technology of China, 12599 Chengdu, Sichuan China (e-mail: fhuang@uestc.edu.cn)
Qinli Yang , School of Resources and Environment, University of Electronic Science and Technology of China, Chengdu, Sichuan China (e-mail: qinli.yang@uestc.edu.cn)
Guangchun Luo , Computer Science, University of Electronic Science and Technology of China, Chengdu, Sichuan China (e-mail: gcluo@uestc.edu.cn)

Automatic Segmentation of Dynamic Network Sequences with Node Labels (Abstract)

Sorour E. Amiri , Computer Science, Virginia Polytechnic Institute and State University, 1757 Blacksburg, Virginia United States (e-mail: esorour@cs.vt.edu)
Liangzhe Chen , Computer Science, Virginia Polytechnic Institute and State University, 1757 Blacksburg, Virginia United States (e-mail: liangzhe@cs.vt.edu)
B Aditya Prakash , Computer Science, Virginia Polytechnic Institute and State University, 1757 Blacksburg, Virginia United States (e-mail: badityap@cs.vt.edu)

TaxiRec: Recommending Road Clusters to Taxi Drivers Using Ranking-based Extreme Learning Machines (Abstract)

Ran Wang , College of Mathematics and Statistics, Shenzhen University, 47890 Shenzhen, Guangdong China (e-mail: ranwang3-c@my.cityu.edu.hk)
Chi-Yin Chow , Departmetn of Computer Science, City University of Hong Kong, Kowloon Tong, Kowloon Hong Kong (e-mail: chiychow@cityu.edu.hk)
Yan Lyu , Computer Science, City University of Hong Kong, 53025 Kowloon, Hong Kong Hong Kong (e-mail: yanlv2-c@my.cityu.edu.hk)
Victor Lee , Computer Sciene, City University of Hong Kong, Kowloon, Hong Kong Hong Kong (e-mail: csvlee@cityu.edu.hk)
Sam Kwong , Computer Science, City University of Hong Kong, Kowloon, Hong Kong Hong Kong (e-mail: cssamk@cityu.edu.hk)
Yanhua Li , Computer Science Department, Worcester Polytechnic Institute (WPI), Worcester, Massachusetts United States (e-mail: yli15@wpi.edu)
Jia Zeng , Huawei Noahs Ark Lab, Huawei Noahs Ark Lab, Shatin, Kowloon Hong Kong (e-mail: Zeng.Jia@huawei.com)

Mining Precise-positioning Episode Rules from Event Sequences (Abstract)

Xiang Ao , Key Lab of Intelligent Information Processing of Chinese Academy of Sciences, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing China 100190 (e-mail: aoxiang@ict.ac.cn)
Ping Luo , Key Lab of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences., Beijing, Beijing China 100190 (e-mail: luop@ict.ac.cn)
Jin Wang , Computer Science, University of California Los Angeles, 8783 Los Angeles, California United States 90024 (e-mail: jinwang@cs.ucla.edu)
Fuzhen Zhuang , Institute of Computing Technology, Chinese Academy of Sciences, Chinese Academy of Sciences, Beijing, Beijing China (e-mail: zhuangfz@ics.ict.ac.cn)
Qing He , The Key Laboratory of Intelligent Information Processing, Institute of Computing Technology,Chinese Academy of Sciences, Beijing, Beijing China 100190 (e-mail: heq@ics.ict.ac.cn)

Finding Top-k Shortest Paths with Diversity (Abstract)

Huiping Liu , Computer science and software engineering institute, East China Normal University, 12655 Shanghai, Shanghai China (e-mail: huipinghappy@qq.com)
Cheqing Jin , Software Engineering Institute, East China Normal University, Shanghai, ShangHai China 200062 (e-mail: cqjin@sei.ecnu.edu.cn)
Bin Yang , Department of Computer Science, Aalborg University, Aalborg, Aalbrog Denmark (e-mail: byang@cs.aau.dk)
Aoying zhou , institute of massive computing, east china normal university, shanghai, ShangHai China (e-mail: ayzhou@sei.ecnu.edu.cn)

Cross-Bucket Generalization for Information and Privacy Preservation (Abstract)

Boyu Li , College of Computer Science and Technology, Jilin University, 12510 Changchun, Jilin China (e-mail: afterslby@163.com)
Yanheng Liu , College of Computer Science and Technology, Jilin University, Changchun, Jilin China (e-mail: yhliu@jlu.edu.cn)
Xu Han , College of Computer Science and Technology, Jilin University, 12510 Changchun, Jilin China (e-mail: 18204316731@163.com)
Jindong Zhang , College of Computer Science and Technology, Jilin University, 12510 Changchun, Jilin China 130012 (e-mail: zhangjindong_100@163.com)

Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets (Abstract)

Meng Wang , Department of Genetics, Stanford University, 6429 Stanford, California United States (e-mail: mengw1@stanford.edu)
Zhanglong Ji , Computer Science and Engineering, University of California, San Diego, la jolla, California United States 92092 (e-mail: z1ji@eng.ucsd.edu)
Hyeoneui Kim , Nusing, Duke University, Durham, North Carolina United States (e-mail: hyeoneui.kim@duke.edu)
Shuang Wang , Division of Biomedical Informatics, University of California, San Diego, San Diego, California United States 92093-0505 (e-mail: shw070@ucsd.edu)
Li Xiong , Mathematics and Computer Science, Emory University, Atlanta, Georgia United States (e-mail: lxiong@emory.edu)
Xiaoqian Jiang , Division of Biomedical Informatics, University of California, San Diego, California United States (e-mail: x1jiang@ucsd.edu)

Authenticating Aggregate Queries over Set-Valued Data with Confidentiality (Abstract)

Cheng Xu , Dept of Computer Science, Hong Kong Baptist University, 26679 Kowloon, HK Hong Kong (e-mail: chengxu@comp.hkbu.edu.hk)
Qian Chen , Computer Science Department, Hong Kong Baptist University, Hong Kong, Hong Kong Hong Kong (e-mail: qchen@comp.hkbu.edu.hk)
Haibo Hu , Electronic and Information Engineering, Hong Kong Polytechnic University, Hung Hom, Kowloon Hong Kong (e-mail: haibo.hu@polyu.edu.hk)
Jianliang Xu , Computer Science Department, Hong Kong Baptist University, Kowloon, Hong Kong Hong Kong N/A (e-mail: xujl@comp.hkbu.edu.hk)
Xiaojun Hei , Department of Electronics & Information Engineering, Huazhong University of Science and Technology, Wuhan, HuBei China 430074 (e-mail: heixj@hust.edu.cn)

Janus: A Hybrid Scalable Multi-Representation Cloud Datastore (Abstract)

Vaibhav Arora , Computer Science, University of California Santa Barbara, 8786 Santa Barbara, California United States 93106-9010 (e-mail: vaibhavarora@cs.ucsb.edu)
Faisal Nawab , Computer Science, University of California Santa Barbara, 8786 Santa Barbara, California United States (e-mail: nawab@cs.ucsb.edu)
Divyakant Agrawal , Department of Computer Science, University of California - Santa Barbara, Santa Barbara, California United States 93106-5110 (e-mail: agrawal@cs.ucsb.edu)
Amr El Abbadi , Computer Science, University of CA. - Santa Barbara, Santa Barbara, California United States 93106-5110 (e-mail: amr@cs.ucsb.edu)

Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising (Abstract)

Kan Ren , School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: rk6556@gmail.com)
Weinan Zhang , Computer Sci. & Eng, Shanghai Jiao Tong University, Shanghai, Shanghai China (e-mail: wnzhang@sjtu.edu.cn)
Ke Chang , School of Electronic, Information and Electrical Engineering, Shanghai Jiao Tong University, 12474 Shanghai, Shanghai China (e-mail: cktonychang@gmail.com)
Yifei Rong , Algorithm Group, YOYI Inc., Beijing, Beijing China (e-mail: yifei.rong@yoyi.com.cn)
Yong Yu , Computer Sci. & Eng, Shanghai Jiao Tong University, Shanghai, Shanghai China (e-mail: yyu@apex.sjtu.edu.cn)
Jun Wang , Department of Computer Science, University College London, London, London United Kingdom of Great Britain and Northern Ireland (e-mail: j.wang@cs.ucl.ac.uk)

Reverse k Nearest Neighbor Search over Trajectories (Abstract)

Sheng Wang , Computer Science and Information Technology, RMIT University, Melbourne, Victoria Australia (e-mail: SHENG.WANG@RMIT.EDU.AU)
Zhifeng Bao , Computer Science, RMIT University, Melbourne, Victoria Australia (e-mail: zhifeng.bao@rmit.edu.au)
Shane Culpepper , CS&IT, RMIT University, Melbourne, Victoria Australia 3001 (e-mail: shane.culpepper@rmit.edu.au)
Timos Sellis , Data Science Research Institute, Swinburne University of Technology, 3783 Hawthorn, Victoria Australia (e-mail: tsellis@swin.edu.au)
Gao Cong , School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore Singapore (e-mail: gaocong@ntu.edu.sg)

Community Deception or: How to Stop Fearing Community Detection Algorithms (Abstract)

Valeria Fionda , DeMaCS, University of Calabria, Cosenza, Cosenza Italy (e-mail: fionda@mat.unical.it)
Giuseppe Pirro , AdaLAB, Istituto di Calcolo e Reti ad Alte Prestazioni Consiglio Nazionale delle Ricerche, 366188 Rende, Cosenza Italy (e-mail: pirro@icar.cnr.it)

Efficient and Scalable Integrity Verification of Data and Query Results for Graph Databases (Abstract)

Muhammad U. Arshad , Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana United States 47907-2035 (e-mail: marshad@purdue.edu)
Ashish Kundu , Security Research, IBM T J Watson Research Center, Yorktown Heights, New York United States 10598 (e-mail: akundu@us.ibm.com)
Elisa Bertino , Dept. of Computer Science, Purdue University, West Lafayette, Indiana United States 47907-2107 (e-mail: bertino@cs.purdue.edu)
Arif Ghafoor , Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana United States 47907-1285 (e-mail: ghafoor@ecn.purdue.edu)
Chinmay Kundu , Civil Engineering, KIIT University, 90940 Bhubaneswar, Orissa India (e-mail: chinmaykkundu@gmail.com)

Propagation based Temporal Network Summarization (Abstract)

Bijaya Adhikari , Department of Computer Science, Virginia Tech, Blacksburg, Virginia United States 24060 (e-mail: bijaya@cs.vt.edu)
Yao Zhang , Computer Science, Virginia Polytechnic Institute and State University, 1757 Blacksburg, Virginia United States 24061-0131 (e-mail: yaozhang@cs.vt.edu)
Sorour E. Amiri , Department of Computer Science, Virginia Polytechnic Institute and State University, 1757 Blacksburg, Virginia United States (e-mail: esorour@cs.vt.edu)
Aditya Bharadwaj , Department of Computer Science, Virginia Tech, Blacksburg, Virginia United States (e-mail: adb@cs.vt.edu)
B Aditya Prakash , Department of Computer Science, Virginia Tech, Blacksburg, Virginia United States (e-mail: badityap@cs.vt.edu)

A Novel Representation and Compression for Queries on Trajectories in Road Networks (Abstract)

Xiaochun Yang , School of Informantion Science and Engineering, Northeast University, Shenyang, Liaoning China 110004 (e-mail: yangxc@mail.neu.edu.cn)
Bin Wang , Computer Science, Northeastern University, Shenyang, Liaoning China 110004 (e-mail: binwang@mail.neu.edu.cn)
Kai Yang , Computer Science, Northeastern University, Shenyang, Liaoning China (e-mail: yangkai@stumail.neu.edu.cn)
Chengfei Liu , Faculty of ICT, Swinburne University of Technology, Melbourne, Victoria Australia 3122 (e-mail: cliu@swin.edu.au)
Baihua Zheng , School of Information Systems, Singapore Management University, Singapore, Singapore Singapore 178902 (e-mail: bhzheng@smu.edu.sg)

Learning Dynamic Conditional Gaussian Graphical Models (Abstract)

Feihu Huang , College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu China (e-mail: huangfeihu@nuaa.edu.cn)
Songcan Chen , College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu China (e-mail: s.chen@nuaa.edu.cn)

Efficient Computation of G-Skyline Groups (Abstract)

Changping Wang , School of Software, Tsinghua University, 12442 Beijing, Beijing China (e-mail: wang-cp12@mails.tsinghua.edu.cn)
Chaokun Wang , School of Software, Tsinghua University, Beijing, Beijing China 100084 (e-mail: chaokun@tsinghua.edu.cn)
Gaoyang Guo , School of Software, Tsinghua University, 12442 Beijing, Beijing China (e-mail: ggy16@mails.tsinghua.edu.cn)
Xiaojun Ye , Tsinghua University, School of Software, Beijing, Beijing China 100084 (e-mail: yexj@tsinghua.edu.cn)
Philip Yu , Computer Science, UIC, Chicago, Illinois United States 60607 (e-mail: psyu@uic.edu)

To Meet or not to Meet: Finding the Shortest Paths in Road Networks (Abstract)

Weihuang Huang , Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Shatin, N.T. Hong Kong (e-mail: whhuang@se.cuhk.edu.hk)
Yikai Zhang , Systems Engineering and Engineering Management, The Chinese University of Hong Kong, Shatin, N.T. Hong Kong (e-mail: ykzhang@se.cuhk.edu.hk)
Zechao Shang , Computer Science, The University of Chicago, Chicago, Illinois United States (e-mail: zcshang@cs.uchicago.edu)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)

Second-order Online Active Learning and Its Applications (Abstract)

Shuji Hao , Agency for Science Technology and Research (A*STAR), Institute of High Performance Computing, 208717 Singapore, Singapore Singapore (e-mail: haosj@ihpc.a-star.edu.sg)
Jing Lu , School of Information Systems, Singapore Management University, 54756 Singapore, Singapore Singapore (e-mail: jing.lu.2014@phdis.smu.edu.sg)
Peilin Zhao , School of Software Engineering, South China University of Technology, 26467 Guangzhou, Guangdong China (e-mail: peilinzhao@hotmail.com)
Chi Zhang , Interdisciplinary Graduate School, Nanyang Technological University, 54761 Singapore, Singapore Singapore (e-mail: czhang024@e.ntu.edu.sg)
Steven C.H. Hoi , School of Information Systems, Singapore Management University, Singapore, Singapore Singapore (e-mail: chhoi@smu.edu.sg)
Chunyan Miao , School of Computer Engineering, Nanyang Technological University, Singapore, Singapore Singapore 639798 (e-mail: ascymiao@ntu.edu.sg)

Linguistic Petri Nets Based on Cloud Model Theory for Knowledge Representation and Reasoning (Abstract)

Hu-Chen Liu , School of Management, Shanghai University, Shanghai, Shanghai China 200444 (e-mail: huchenliu@foxmail.com)
Luan Xue , School of Management, Shanghai University, Shanghai, Shanghai China (e-mail: xueluanshu@foxmail.com)
Li ZhiWu , School of Electro-Mechanical Engineering, Xidian University, 47905 Xian, Shaanxi China (e-mail: zhwli@xidian.edu.cn)
Jianing Wu , Department of Mechanical Engineering, Georgia Institute of Technology, 1372 Atlanta, Georgia United States (e-mail: jianing.wu@me.gatech.edu)

Topic Models for Unsupervised Cluster Matching (Abstract)

Tomoharu Iwata , NTT Communication Science Laboratories, NTT, Soraku-gun, Kyoto Japan 619-0237 (e-mail: iwata.tomoharu@lab.ntt.co.jp)
Tsutomu Hirao , NTT Communication Science Laboratories, NTT, Soraku-gun, Kyoto Japan (e-mail: hirao.tsutomu@lab.ntt.co.jp)
naonori ueda , NTT Communication Science Laboratories, NTT, Kyoto, Soraku-gun Japan (e-mail: ueda.naonori@lab.ntt.co.jp)

Towards Why-Not Spatial Keyword Top-k Queries: A Direction-Aware Approach (Abstract)

Lei Chen , Computer Science Dept, Hong Kong Baptist University, 26679 Kowloon, HK Hong Kong (e-mail: psuanle@gmail.com)
Yafei Li , School of Information Engineering, Zhengzhou University, 12636 Zhengzhou, Henan China (e-mail: yafeics@outlook.com)
Jianliang Xu , Computer Science Department, Hong Kong Baptist University, Kowloon, Hong Kong Hong Kong N/A (e-mail: xujl@comp.hkbu.edu.hk)
Christian S. Jensen , Department of Computer Science, Aalborg University, Aalborg Ost, NA Denmark (e-mail: csj@cs.aau.dk)

Realizing Memory-Optimized Distributed Graph Processing (Abstract)

Panagiotis Liakos , Informatics and Telecommunications, University of Athens, Athens, Attiki Greece (e-mail: p.liakos@di.uoa.gr)
Katia Papakonstantinopoulou , Informatics and Telecommunications, University of Athens, Athens, Attiki Greece (e-mail: katia@di.uoa.gr)
Alex Delis , Dprt. of Informatics and Telecommunications, University of Athens, Ilisia, Athens, Attica Greece 15784 (e-mail: ad@di.uoa.gr)

Range-based Nearest Neighbor Queries with Complex-shaped Obstacles (Abstract)

Huaijie Zhu , Department of Computer Science, Northeastern University, China, Shenyang, Liaoning China (e-mail: zhuhjneu@gmail.com)
Xiaochun Yang , School of Informantion Science and Engineering, Northeast University, Shenyang, Liaoning China 110004 (e-mail: yangxc@mail.neu.edu.cn)
Bin Wang , Computer Science, Northeastern University, Shenyang, Liaoning China 110004 (e-mail: binwang@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)

UniWalk: Unidirectional Random Walk Based Scalable SimRank Computation over Large Graph (Abstract)

Junshuai Song , School of Electronics Engineering and Computer Science, Peking University, Beijing, Beijing China (e-mail: songjs@pku.edu.cn)
Xiongcai Luo , School of Electronics Engineering and Computer Science, Peking University, Beijing, Beijing China (e-mail: luoxiongcai@pku.edu.cn)
Jun Gao , Computer Science, School of EECS, Beijing, Beijing China 100871 (e-mail: gaojun@pku.edu.cn)
Chang Zhou , School of EECS, Peking University, Beijing, Beijing China (e-mail: zhouchang@pku.edu.cn)
Hu Wei , Business Division, Alibaba Group, Beijing, Beijing China (e-mail: kongwang@alibaba-inc.com)
Jeffrey Xu Yu , Systems Engineering and Engineering Management, Chinese University of Hong Kong, Hong Kong, - China - (e-mail: yu@se.cuhk.edu.hk)

Game-Theoretic Cross Social Media Analytic: How Yelp Ratings Affect Deal Selection on Groupon? (Abstract)

Chih-Yu Wang , Research Center of Information Technology Innovation, Academia Sinica, Taipei, Taiwan Taiwan (e-mail: tomkywang@gmail.com)
Yan Chen , Department of Electrical and Computer Engineering, University of Maryland, College Park, College Park, Maryland United States 20742 (e-mail: eecyan@uestc.edu.cn)
K. J. Ray Liu , Electrical and Computer Engineering, University of Maryland, College Park, Maryland United States (e-mail: kjrliu@umd.edu)

Efficient Information Flow Maximization in Probabilistic Graphs (Abstract)

Christian Frey , Institute for Informatics, Ludwig-Maximilians-Universitàt München, München, Bayern Germany (e-mail: frey@dbs.ifi.lmu.de)
Andreas Zufle , Dept. of Geography and Geoinformation Science, George Mason University, 3298 Fairfax, Virginia United States (e-mail: azufle@gmu.edu)
Tobias Emrich , Institute for Informatics, Ludwig-Maximilians-Universitàt München, München, Bayern Germany (e-mail: emrich@dbs.ifi.lmu.de)
Matthias Renz , Dept. of Computational and Data Sciences, George Mason University, Fairfax, Virginia United States (e-mail: mrenz@gmu.edu)

FBSGraph: Accelerating Asynchronous Graph Processing via Forward and Backward Sweeping (Abstract)

Yu Zhang , School of Computer, Huazhong University of Science and Technology, Wuhan, HuBei China (e-mail: zhang_yu9068@163.com)
Xiaofei Liao , School of Computer, Huazhong University of Science and Technology, Wuhan, HuBei China (e-mail: xfliao@hust.edu.cn)
Hai Jin , School of Computer Science and Technology, Huazhong University of Science and Technology(HUST), Wuhan, Hubei China (e-mail: hjin@hust.edu.cn)
Lin Gu , School of Computer, Huazhong University of Science and Technology, 12443 Wuhan, Hubei China (e-mail: anheeno@gmail.com)
Bing Bing Zhou , School of Information Technologies, University of Sydney, Sydney, New South Wales Australia 2006 (e-mail: bbz@it.usyd.edu.au)

Density-based Place Clustering Using Geo-Social Network Data (Abstract)

Dingming Wu , College of Computer Science and Software Engineering, Shenzhen University, 47890 Shenzhen, Guangdong China (e-mail: dingming@szu.edu.cn)
Jieming Shi , Lenovo Big Data Lab (HK), Lenovo Group Ltd, Hong Kong, Hong Kong Hong Kong (e-mail: jshi@lenovo.com)
Nikos Mamoulis , Department of Computer Science, University of Ioannina School of Sciences and Technology, 421106 Ioannina, Ioannina Greece (e-mail: nikos@cs.uoi.gr)

$K$-Ary Tree Hashing for Fast GraphClassification (Abstract)

Wei Wu , Center for Artificial Intelligence, University of Technology Sydney Faculty of Engineering and Information Technology, 120558 Sydney, New South Wales Australia 2007 (e-mail: william.third.wu@gmail.com)
Bin Li , School of Computer Science, Fudan University, 12478 Shanghai, Shanghai China (e-mail: libin82cn@gmail.com)
Ling Chen , Center for Artificial Intelligence, University of Technology, Sydney, Sydney, New South Wales Australia (e-mail: Ling.Chen@uts.edu.au)
Xingquan Zhu , Dept. of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, Florida United States (e-mail: xzhu3@fau.edu)
Chengqi Zhang , Centre for quantum computation and intelligent systems, University of Technology, Sydney, Sydney, New South Wales Australia 2007 (e-mail: Chengqi.Zhang@uts.edu.au)

Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets (Abstract)

Chin-Teng Lin , Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, New South Wales Australia (e-mail: chintenglin@gmail.com)
Tsung-Yu Hsieh , College of Information Sciences and Technology., University of Pennsylvania, 6572 Philadelphia, Pennsylvania United States (e-mail: supreme7911@hotmail.com)
Yu-Ting Liu , Faculty of Engineering and Information Technology, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: tingting76319@gmail.com)
Yang-Yin Lin , Electronic Systems Research Division, National Chung-Shan Institute of Science and Technology, Taoyuan, Taiwan Taiwan (e-mail: oliver.yylin@gmail.com)
Chieh-Ning Fang , Faculty of Engineering and Information Technology, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: fang1992119@gmail.com)
Yu-Kai Wang , Faculty of Engineering and Information Technology, University of Technology Sydney, 1994 Sydney, New South Wales Australia (e-mail: YuKai.Wang@uts.edu.au)
Gary Yen , School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, Oklahoma United States 74078 (e-mail: gyen@okstate.edu)
Nikhil R. Pal , Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, West Bengal India 700108 (e-mail: nrpal59@gmail.com)
Chun-Hsiang Chuang , Brain Research Center, National Chiao Tung University, Hsinchu, Taiwan Taiwan (e-mail: chchuang@ieee.org)

Diagnosing and Minimizing Semantic Drift in Iterative Bootstrapping Extraction (Abstract)

Zhixu Li , Guangdong Key Laboratory of Big Data Analysis and Processing, Sun Yat-Sen University, 26469 Guangzhou, Guangdong China (e-mail: zhixuli@suda.edu.cn)
Ying He , School of Computer Science and Technology, Soochow University, Suzhou, Jiangsu China (e-mail: ying.hedy@hotmail.com)
Binbin Gu , School of Computer Science and Technolog, Soochow University, Suzhou, Jiangsu China (e-mail: gu.binbin@hotmail.com)
An Liu , School of Computer Science, Soochow University, Suzhou, Jiangsu China (e-mail: anliu@suda.edu.cn)
Xiaofang Zhou , School of Info. Technology & Electrical Engineering, The University of Queensland, Brisbane, Queensland Australia 4072 (e-mail: zxf@itee.uq.edu.au)
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
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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
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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
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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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