Lecture Notes in Artificial Intelligence

New Frontiers in Applied Data Mining

PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2010. Revised Selected Papers

Editors: Theeramunkong, T., Nattee, C., Adeodato, P.J.L., Chawla, N., Christen, P., Lenca, P., Poon, J., Williams, G. (Eds.)

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Table of contents (12 chapters)

  • The iZi Project: Easy Prototyping of Interesting Pattern Mining Algorithms

    Flouvat, Frédéric (et al.)

    Pages 1-15

  • CODE: A Data Complexity Framework for Imbalanced Datasets

    Weng, Cheng G. (et al.)

    Pages 16-27

  • An Empirical Study of Applying Ensembles of Heterogeneous Classifiers on Imperfect Data

    Hsu, Kuo-Wei (et al.)

    Pages 28-39

  • Undersampling Approach for Imbalanced Training Sets and Induction from Multi-label Text-Categorization Domains

    Dendamrongvit, Sareewan (et al.)

    Pages 40-52

  • Adaptive Methods for Classification in Arbitrarily Imbalanced and Drifting Data Streams

    Lichtenwalter, Ryan N. (et al.)

    Pages 53-75

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-14640-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-642-14639-8
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
New Frontiers in Applied Data Mining
Book Subtitle
PAKDD 2009 International Workshops, Bangkok, Thailand, April 27-30, 2010. Revised Selected Papers
Editors
  • Thanaruk Theeramunkong
  • Cholwich Nattee
  • Paulo J. L. Adeodato
  • Nitesh Chawla
  • Peter Christen
  • Philippe Lenca
  • Josiah Poon
  • Graham Williams
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
5669
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-14640-4
DOI
10.1007/978-3-642-14640-4
Softcover ISBN
978-3-642-14639-8
Edition Number
1
Number of Pages
XII, 169
Number of Illustrations and Tables
58 b/w illustrations
Topics