New Frontiers in Applied Data Mining PAKDD 2008 International Wo
This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented wer
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Sanjay Chawla Takashi Washio Shin-ichi Minato Shusaku Tsumoto Takashi Onoda Seiji Yamada Akihiro Inokuchi (Eds.)
New Frontiers in Applied Data Mining PAKDD 2008 International Workshops Osaka, Japan, May 2008 Revised Selected Papers
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Lecture Notes in Artificial Intelligence Edited by R. Goebel, J. Siekmann, and W. Wahlster
Subseries of Lecture Notes in Computer Science
5433
Sanjay Chawla Takashi Washio Shin-ichi Minato Shusaku Tsumoto Takashi Onoda Seiji Yamada Akihiro Inokuchi (Eds.)
New Frontiers in Applied Data Mining PAKDD 2008 International Workshops Osaka, Japan, May 20-23, 2008 Revised Selected Papers
13
Series Editors Randy Goebel, University of Alberta, Edmonton, Canada Jörg Siekmann, University of Saarland, Saarbrücken, Germany Wolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany Volume Editors Sanjay Chawla University of Sydney, NSW, Australia E-mail: [email protected] Takashi Washio Akihiro Inokuchi Osaka University, Osaka, Japan E-mail: {washio,inokuchi}@ar.sanken.osaka-u.ac.jp Shin-ichi Minato Hokkaido University, Sapporo, Japan E-mail: [email protected] Shusaku Tsumoto Shimane University, Izumo, Shimane, Japan E-mail: [email protected] Takashi Onoda Central Research Institute of Electric Power Industry, Tokyo, Japan E-mail: [email protected] Seiji Yamada National Institute of Informatics, Tokyo, Japan E-mail: [email protected] Library of Congress Control Number: 2009920983 CR Subject Classification (1998): I.2, H.2.7-8, H.3, H.5.1, G.3, J.3 LNCS Sublibrary: SL 7 – Artificial Intelligence ISSN ISBN-10 ISBN-13
0302-9743 3-642-00398-2 Springer Berlin Heidelberg New York 978-3-642-00398-1 Springer Berlin Heidelberg New York
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Preface
As data mining techniques and tools mature, their application domains extend to previous unchartered territories. The common theme of the workshops organized along with the main 2008 Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD) in Osaka, Japan was to extend the application of data mining techniques to new frontiers. Thus the title of the proceedings: “New Frontiers in Application of Data Mining.” For the 2008 program, three workshops were organized. 1. Algorithms for Large-Scale Information Pr
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