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Lecture Notes in Artificial Intelligence

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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eBook $169.00
price for USA (gross)
  • ISBN 978-3-540-68125-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
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  • Immediate eBook download after purchase
Softcover $219.00
price for USA
  • ISBN 978-3-540-68124-3
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  • Usually dispatched within 3 to 5 business days.
About this book

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)

  • Graph Mining: Laws, Generators and Tools

    Faloutsos, Christos

    Pages 1-1

  • Efficient Algorithms for Mining Frequent and Closed Patterns from Semi-structured Data

    Arimura, Hiroki

    Pages 2-13

  • Supporting Creativity: Towards Associative Discovery of New Insights

    Berthold, Michael R. (et al.)

    Pages 14-25

  • Cost-Sensitive Classifier Evaluation Using Cost Curves

    Holte, Robert C. (et al.)

    Pages 26-29

  • Prospective Scientific Methodology in Knowledge Society

    Kitagawa, Genshiro

    Pages 30-39

Buy this book

eBook $169.00
price for USA (gross)
  • ISBN 978-3-540-68125-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $219.00
price for USA
  • ISBN 978-3-540-68124-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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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
  • 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