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TABLE OF CONTENTS
Issue No. 07 - July (vol. 25)
ISSN: 1041-4347
REGULAR PAPERS

A Methodology for Direct and Indirect Discrimination Prevention in Data Mining (Abstract)

Sara Hajian , Universitat Rovira i Virgili, Tarragona
Josep Domingo-Ferrer , Universitat Rovira i Virgili, Tarragona
pp. 1445-1459

Anomaly Detection via Online Oversampling Principal Component Analysis (Abstract)

Yu-Chiang Frank Wang , Academia Sinica, Taipei
Yuh-Jye Lee , National Taiwan University of Science and Technology, Taipei
Yi-Ren Yeh , Academia Sinica and National Taiwan University, Taipei
pp. 1460-1470

CDAMA: Concealed Data Aggregation Scheme for Multiple Applications in Wireless Sensor Networks (Abstract)

Hung-Min Sun , National Tsing Hua University, Hsinchu
Yue-Hsun Lin , Carnegie Mellon University, Pittsburgh
Shih-Ying Chang , National Tsing Hua University, Hsinchu
pp. 1471-1483

Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams (Abstract)

Ashok Srivastava , NASA Ames Research Center, Moffett Field
Nikunj C. Oza , NASA Ames Research Center, Moffett Field
Jing Gao , University of Illinois at Urbana-Champaign, Urbana
Jiawei Han , University of Illinois at Urbana-Champaign, Urbana
Latifur Khan , University of Texas at Dallas, Richardson
Charu C. Aggarwal , IBM T.J. Watson Research Center, Hawthorne
Mohammad M. Masud , United Arab Emirates University, Al-Ain
Qing Chen , China National Petroleum Company, Beijing
pp. 1484-1497

Comparable Entity Mining from Comparative Questions (Abstract)

Zhoujun Li , Beihang University, Beijing
Young-In Song , Microsoft Research Asia, Beijing
Shasha Li , National University of Defense Technology, Beijing
Chin-Yew Lin , Microsoft Research Asia, Beijing
pp. 1498-1509

Cross-Space Affinity Learning with Its Application to Movie Recommendation (Abstract)

Liyan Zhang , University of California at Irvine, Irvine
Changsheng Xu , Chinese Academy of Sciences, Beijing
Jinhui Tang , Nanjing University of Science and Technology, Nanjing
Guo-Jun Qi , University of Illinois at Urbana-Champaign, Champaign
pp. 1510-1519

Distributed Strategies for Mining Outliers in Large Data Sets (Abstract)

Claudio Sartori , Università di Bologna, Bologna
Stefano Lodi , Università di Bologna, Bologna
Fabrizio Angiulli , Università della Calabria, Rende
Stefano Basta , Italian National Research Council, Rende
pp. 1520-1532

Enhancing access privacy of range retrievals over B+-trees (Abstract)

HweeHwa Pang , Sch. of Inf. Syst., Singapore Manage. Univ., Singapore, Singapore
Jilian Zhang , Sch. of Inf. Syst., Singapore Manage. Univ., Singapore, Singapore
K. Mouratidis , Sch. of Inf. Syst., Singapore Manage. Univ., Singapore, Singapore
pp. 1533-1547
REGULAR PAPERS

Inferring Statistically Significant Hidden Markov Models (Abstract)

Christopher Griffin , Pennsylvania State University, State College
Richard R. Brooks , Clemson University, Clemson
Ryan M. Craven , Naval Postgraduate School, Pebble Beach
Lu Yu , Clemson University, Clemson
Jason M. Schwier , Clemson University, Clemson
pp. 1548-1558

Lineage Encoding: An Efficient Wireless XML Streaming Supporting Twig Pattern Queries (Abstract)

Yon Dohn Chung , Korea University, Seoul
Jun Pyo Park , Korea University, Seoul
Chang-Sup Park , Dongduk Women's University, Seoul
pp. 1559-1573

MKBoost: A Framework of Multiple Kernel Boosting (Abstract)

Steven C.H. Hoi , Nanyang Technological University, Singapore
Hao Xia , Nanyang Technological University, Singapore
pp. 1574-1586

Mining Order-Preserving Submatrices from Data with Repeated Measurements (Abstract)

David W. Cheung , University of Hong Kong, Hong Kong
Sau Dan Lee , University of Hong Kong, Hong Kong
Kevin Y. Yip , Chinese University of Hong Kong, Hong Kong
Ben Kao , University of Hong Kong, Hong Kong
Chun Kit Chui , University of Hong Kong, Hong Kong
Xinjie Zhu , University of Hong Kong, Hong Kong
pp. 1587-1600

Modeling Noisy Annotated Data with Application to Social Annotation (Abstract)

Naonori Ueda , NTT Communication Science Laboratories, Kyoto
Tomoharu Iwata , NTT Communication Science Laboratories, Kyoto
Takeshi Yamada , NTT Science and Core Technology Laboratory Group, Atsugi
pp. 1601-1613

Multiparty Access Control for Online Social Networks: Model and Mechanisms (Abstract)

Jan Jorgensen , Arizona State University, Tempe
Hongxin Hu , Delaware State University, Dover
Gail-Joon Ahn , Arizona State University, Tempe
pp. 1614-1627

On the Analytical Properties of High-Dimensional Randomization (Abstract)

Charu C. Aggarwal , IBM T.J. Watson Research Center, Yorktown Heights
pp. 1628-1642

TACI: Taxonomy-Aware Catalog Integration (Abstract)

Ariel Fuxman , Microsoft Research Search Labs, Mountain View
Lise Getoor , University of Maryland at College Park, College Park
Panagiotis Papadimitriou , oDesk Research. Redwood City
Panayiotis Tsaparas , University of Ioannina, Ioannina
pp. 1643-1655

The Skyline of a Probabilistic Relation (Abstract)

Marco Patella , Università di Bologna, Bologna
Ilaria Bartolini , Università di Bologna, Bologna
Paolo Ciaccia , Università di Bologna, Bologna
pp. 1656-1669

Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference (Abstract)

Nizar Bouguila , Concordia University, Montreal
Djemel Ziou , Université de Sherbrooke, Sherbrooke
Wentao Fan , Concordia University, Montreal
pp. 1670-1685
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