Advances in Knowledge Discovery and Data Mining
12th Pacific-Asia Conference, PAKDD 2008 Osaka, Japan, May 20-23, 2008 Proceedings
Editors: Washio, T., Suzuki, E., Ting, K.M., Inokuchi, A. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2008, held in Osaka, Japan, in May 2008.
The 37 revised long papers, 40 revised full papers, and 36 revised short papers presented together with 1 keynote talk and 4 invited lectures were carefully reviewed and selected from 312 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas including data mining, data warehousing, machine learning, databases, statistics, knowledge acquisition, automatic scientific discovery, data visualization, causal induction, and knowledge-based systems.
- Table of contents (118 chapters)
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Graph Mining: Laws, Generators and Tools
Pages 1-1
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Efficient Algorithms for Mining Frequent and Closed Patterns from Semi-structured Data
Pages 2-13
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Supporting Creativity: Towards Associative Discovery of New Insights
Pages 14-25
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Cost-Sensitive Classifier Evaluation Using Cost Curves
Pages 26-29
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Prospective Scientific Methodology in Knowledge Society
Pages 30-39
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Table of contents (118 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Advances in Knowledge Discovery and Data Mining
- Book Subtitle
- 12th Pacific-Asia Conference, PAKDD 2008 Osaka, Japan, May 20-23, 2008 Proceedings
- Editors
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- Takashi Washio
- Einoshin Suzuki
- Kai Ming Ting
- Akihiro Inokuchi
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 5012
- Copyright
- 2008
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-540-68125-0
- DOI
- 10.1007/978-3-540-68125-0
- Softcover ISBN
- 978-3-540-68124-3
- Edition Number
- 1
- Number of Pages
- XXIV, 1102
- Topics