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ISSN: 1041-4347
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
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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
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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
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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)

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
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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)

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
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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)

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
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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
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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
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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)

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

Efficient Metric Indexing for Similarity Search and Similarity Joins (Abstract)

Lu Chen , Lu Chen is with the College of Computer Science, Zhejiang University, 38 Zheda Road, Hangzhou 310027, P. R. China. (email: luchen@zju.edu.cn)

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

Enumeration of Maximal Cliques from an Uncertain Graph (Abstract)

Arko Mukherjee , Arko Provo Mukherjee is with Department of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA Coover Hall, Ames, IA, USA.

A Scalable Data Chunk Similarity based Compression Approach for Efficient Big Sensing Data Processing on Cloud (Abstract)

Chi Yang , Chi Yang is with the Faculty of Eng. and IT, University of Tech. Sydney, Australia, NSW2007 (e-mail: chiyangit@gmail.com).

Unsupervised Visual Hashing with Semantic Assistant for Content-based Image Retrieval (Abstract)

Lei Zhu , Lei Zhu is with the School of Information Systems, Singapore Management University, No. 80 Stamford Road, Singapore 178902. (e-mail: leizhu0608@gmail.com).

Network Motif Discovery: A GPU Approach (Abstract)

Wenqing Lin , Wenqing Lin is with the Data Analytics Department of the Institute for Infocomm Research, A*STAR, Singapore (e-mail: edwlin@me.com).

Bump hunting in the dark: Local discrepancy maximization on graphs (Abstract)

Aristides Gionis , Aristides Gionis is with the Department of Computer Science and the Helsinki Intitute for Information Technology, Aalto University, Finland. (e-mail: aristides.gionis@aalto.fi).

Understand Short Texts by Harvesting and Analyzing Semantic Knowledge (Abstract)

Wen Hua , Wen Hua is with the School of Information Technology and Electrical Engineering, University of Queensland, Brisbane, QLD 4072, Australia. (e-mail: w.hua@uq.edu.au).

PINOCCHIO: Probabilistic Influence-based Location Selection over Moving Objects (Abstract)

Meng Wang , M. Wang is with the School of Computer Science and Technology, Xidian University, Xi’an, China, 710071.(email:wamengit@sina.com)

Secure Data Deduplication with Dynamic Ownership Management in Cloud Storage (Abstract)

Junbeom Hur , J. Hur is with the Department of Computer Science and Engineering, Korea University, Seoul, 136-701, Republic of Korea.(email:jbhur@korea.ac.kr)

Recommendation for Repeat Consumption from User Implicit Feedback (Abstract)

Jun Chen , J. Chen is with School of Software, Tsinghua University, Beijing 100084, China.

On the Feasibility of Distributed Kernel Regression for Big Data (Abstract)

Chen Xu , C. Xu is with Department of Mathematics and Statistics, University of Ottawa, Ottawa, ON, Canada K1N 6N5.(email:cx3@uottawa.ca)

Efficient Structured Learning for Personalized Diversification (Abstract)

Shangsong Liang , S. Liang is with the Department of Computer Science, University College London, London, UK.(email:shangsong.liang@ucl.ac.uk)

Efficient Recovery of Missing Events (Abstract)

Jianmin Wang , Dr. S. Song is with Tsinghua National Laboratory for Information Science and Technology; KLiss, MoE; School of Software, Tsinghua University, China. (email:sxsong@tsinghua.edu.cn)

CRATS: An LDA-based Model for Jointly Mining Latent Communities, Regions, Activities, Topics, and Sentiments from Geosocial Network Data (Abstract)

Jia-Dong Zhang , Jia-Dong Zhang is with the Department of Computer Science, City University of Hong Kong, Hong Kong. (email: jiadongzh@gmail.com)

Pattern Similarity Search in Genomic Sequences (Abstract)

Piero Montanari , Piero Montanari is with the DISI - Universit`a di Bologna, Italy (e-mail: piero-mo@hotmail.com).

Efficient Algorithms for Temporal Path Computation (Abstract)

Huanhuan Wu , Huanhuan Wu is with the Department of Computer Science and Engineering, the Chinese University of Hong Kong.(email:hhwu@cse.cuhk.edu.hk)

An Optimization Model for Clustering Categorical Data Streams with Drifting Concepts (Abstract)

Liang Bai , L. Bai is with school of Computer and Information Technology, Shanxi University, Taiyuan, 030006, Shanxi, China.(email:sxbailiang@hotmail.com)

Scalable Daily Human Behavioral Pattern Mining from Multivariate Temporal Data (PDF)

Reza Rawassizadeh , R. Rawassizadeh is with the Department Computer Science, Dartmouth College, 03755, NH, US.(email:rrawassizadeh@acm.org)

An Approach to Cold-start Link Prediction: Establishing Connections between Non-topological and Topological Information (Abstract)

Zhiqiang Wang , Z.Q. Wang is with the Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, the School of Computer and Information Technology, Shanxi University, Taiyuan 030006, Shanxi Province, China.(email:zhiq.wang@163.com)

Managing Diverse Sentiments at Large Scale (Abstract)

Mikalai Tsytsarau , M. Tsytsarau is at DISI, University of Trento, Italy.(email:mikalai.tsytsarau@gmail.com)

Fast Memory Efficient Local Outlier Detection in Data Streams (Abstract)

Mahsa Salehi , M. Salehi is with IBM Research, NICTA Victoria and the Department of Computing and Information Systems, University of Melbourne, Parkville Victoria, 3010 Australia.(email:mahsalehi@au1.ibm.com)

A Survey of Heterogeneous Information Network Analysis (Abstract)

Chuan Shi , C. Shi is with the Beijing Key Lab of Intelligent Telecommunications Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing, China.(email:shichuan@bupt.edu.cn)

AIDE: An Active Learning-based Approach for Interactive Data Exploration (Abstract)

Kiki Dimitriadou , Kyriaki Dimitriadou is with the Brandeis University, Waltham, MA, USA. (email: kiki@cs.umass.edu)

Integrating Topic and Latent Factor for Scalable Personalized Review-based Rating Prediction (Abstract)

Wei Zhang , W. Zhang is with the School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China.

Competitive Quantization for Approximate Nearest Neighbor Search (PDF)

Ezgi Can Ozan , Ezgi Can Ozan is with the Department of Signal Processing, Tampere University of Technology, Tampere, Finland.(email:ezgi.ozan@tut.fi)

Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-answers (Abstract)

Yunjun Gao , Y. Gao is with the College of Computer Science, Zhejiang University, 38 Zheda Road, Hangzhou 310027, China.(email:gaoyj@zju.edu.cn)

A General Recommendation Model for Heterogeneous Networks (Abstract)

Tuan-Anh Pham , T.-A. N. Pham is with the School of Computer Engineering, Nanyang Technological University, Singapore 639798.(email:pham0070@e.ntu.edu.sg)
Xutao Li , T.-A. N. Pham is with the School of Computer Engineering, Nanyang Technological University, Singapore 639798.(email:pham0070@e.ntu.edu.sg)

Incremental Query Processing on Big Data Streams (Abstract)

Leonidas Fegaras , Leonidas Fegaras is with University of Texas at Arlington.(email:fegaras@cse.uta.edu)

Differentially Private Frequent Sequence Mining (Abstract)

Shengzhi Xu , Shengzhi Xu is with the Beijing University of Posts and Telecommunications, Beijing China. (email: dear.shengzhi@gmail.com)

User-Centric Similarity Search (Abstract)

Konstantinos Georgoulas , Konstantinos Georgoulas is with the Department of Informatics, Athens University of Economics and Business, 76 Patission Street, Athens GR 10434, Greece (e-mail: kgeorgou@aueb.gr).

Efficient Online Summarization of Large-scale Dynamic Networks (PDF)

Qiang Qu , Qiang Qu is with the Shenzhen Institutes of Advanced Technology, Chinese Academic of Sciences. (email:qiang@siat.ac.cn)

Frame-based Ontology Population with PIKES (Abstract)

Francesco Corcoglioniti , Francesco Corcoglioniti is with the Fondazione Bruno Kessler, Trento, Italy (e-mail: corcoglio@fbk.eu).

Multi-task Multi-view Clustering (Abstract)

Xiaotong Zhang , Xiaotong Zhang is with the Dalian University of Technology, Dalian, China, 116620.(Email: zxt.dut@hotmail.com)

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization (Abstract)

Yadong Mu , Yadong Mu is a senior scientist of AT&T Labs Research, Middletown, NJ 07748.(email:myd@research.att.com)

Inferring Directions of Undirected Social Ties (Abstract)

Jun Zhang , Jun Zhang is with the Department of Computer Science and Technology, Tsinghua University, Beijing 100084, P. R. China.

Near-optimal Algorithms for Controlling Propagation at Group Scale on Networks (Abstract)

Yao Zhang , Yao Zhang is with Department of Computer Science, Virginia Tech. y NDSSL, Biocomplexity Institute of Virginia Tech.(email::yaozhang@cs.vt.edu)

Diagnosis Code Assignment Using Sparsity-based Disease Correlation Embedding (Abstract)

Sen Wang , Sen Wang is with the School of Information Technology and Electrical Engineering, The University of Queensland, Australia.(email:sen.wang@uq.edu.au)

K-Join: Knowledge-Aware Similarity Join (Abstract)

Zeyuan Shang , Zeyuan Shang is with the Department of Computer Science, Tsinghua University, Beijing, China.(email:zeyuanxy@gmail.com)

Linking Heterogeneous Data in the Semantic Web Using Scalable and Domain-Independent Candidate Selection (Abstract)

Dezhao Song , Dezhao Song is with the Research and Development, Thomson Reuters, USA. Address: 610 Opperman Drive, Eagan, MN 55123, USA.(Email: dezhao.song@thomsonreuters.com)

Towards Bayesian Deep Learning: A Framework and Some Existing Methods (Abstract)

Hao Wang , Hao Wang is with the Department of Computer Science and Engineering, the Hong Kong University of Science and Technology (e-mail: hwangaz@cse.ust.hk).

A Review and Future Perspectives of Arabic Question Answering Systems (Abstract)

Santosh Ray , Santosh K. Ray is with the Department of IT, Khawarizmi International College, Al Ain, UAE.(email:santosh.ray@khawarizmi.com)

Ring-Shaped Hotspot Detection (Abstract)

Emre Eftelioglu , Emre Eftelioglu is with the Computer Science Dept., University of Minnesota, Minneapolis, MN (e-mail: emre@cs.umn.edu).

Service Quality Evaluation by Exploring Social Users’ Contextual Information (Abstract)

Guoshuai Zhao , Guoshuai Zhao is with the Key Laboratory for Intelligent Networks and Network Security, Ministry of Education, and the SMILES LAB of Xi’an Jiaotong University, Xi’an, CN 710049. (e-mail: zgs2012@stu.xjtu.edu.cn).

A Bayesian Perspective on Early Stage Event Prediction in Longitudinal Data (Abstract)

Mahtab Fard , Mahtab J. Fard is with the Department of Computer Science and Industrial Engineering at Wayne State University, Detroit, MI.(Email: mahtab.jahanbanifard@wayne.edu)

Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification (Abstract)

Jun Huang , Jun Huang is with the School of Computer and Control Engineering, University of Chinese Academy of Sciences, Beijing 101480, China.(Email: huangjun13b@mails.ucas.ac.cn)

Sample-based Attribute Selective AnDE for Large Dataa (Abstract)

Shenglei Chen , Department of E-Commerce, Nanjing Audit University, Nanjing, 211815, China. (e-mail: tristan_chen@126.com)

Online Bagging and Boosting for Imbalanced Data Streams (Abstract)

Boyu Wang , Boyu Wang is with the School of Computer Science, McGill University, McConnell Engineering Bldg, 3480 University Street, Montreal, QC H3A 0E9, Canada (e-mail: boyu.wang@mail.mcgill.ca).

Visual Assessment of Clustering Tendency for Incomplete Data (Abstract)

Laurence A. Park , Laurence A. F. Park is with the School of Computing, Engineering and Mathematics, Western Sydney University, Australia (e-mail: lapark@scem.westernsydney.edu.au).

Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce (Abstract)

Yanfeng Zhang , Yanfeng Zhang is with the School of Computer Science and Engineering, Northeastern University, Shenyang, China, 110819. (e-mail: zhangyf@cc.neu.edu.cn).

Fully Scalable Methods for Distributed Tensor Factorization (Abstract)

Kijung Shin , Kijung Shin is with the Computer Science Department, Carnegie Mellon University, USA. (email: koreaskj@snu.ac.kr)

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)

BiRank: Towards Ranking on Bipartite Graphs (Abstract)

Xiangnan He , X. He is with Web IR/NLP group, School of Computing, National University of Singapore, Singapore.(email:xiangnanhe@gmail.com)

The Interaction between Schema Matching and Record Matching in Data Integration (Abstract)

Binbin Gu , Binbin Gu is with the School of Computer Science and Technology, Soochow University, China. (e-mail: gu.binbin@hotmail.com).

A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning (Abstract)

Pei Yang , P. Yang is with Arizona State University, Tempe, AZ 85281.(email:cs.pyang@gmail.com)

Computing Semantic Similarity of Concepts in Knowledge Graphs (Abstract)

Ganggao Zhu , Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Universidad Politecnica de Madrid, Avda. Complutense, 30 28040 Madrid, Spain.(email:gzhu@dit.upm.es)

Efficient Sensitivity Analysis for Inequality Queries in Probabilistic Databases (Abstract)

biao qin , Department of Computer Science, Renmin University of China, Beijing, China.
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