Lecture Notes in Artificial Intelligence

Machine Learning: ECML 2002

13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002. Proceedings

Editors: Elomaa, Tapio, Mannila, Heikki, Toivonen, Hannu (Eds.)

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About this book

This book constitutes the refereed preceedings of the 13th European Conference on Machine Learning, ECML 2002, held in Helsinki, Finland in August 2002.
The 41 revised full papers presented together with 4 invited contributions were carefully reviewed and selected from numerous submissions. Among the topics covered are computational discovery, search strategies, Classification, support vector machines, kernel methods, rule induction, linear learning, decision tree learning, boosting, collaborative learning, statistical learning, clustering, instance-based learning, reinforcement learning, multiagent learning, multirelational learning, Markov decision processes, active learning, etc.

Table of contents (45 chapters)

Table of contents (45 chapters)
  • Convergent Gradient Ascent in General-Sum Games

    Pages 1-9

    Banerjee, Bikramjit (et al.)

  • Revising Engineering Models: Combining Computational Discovery with Knowledge

    Pages 10-22

    Bay, Stephen D. (et al.)

  • Variational Extensions to EM and Multinomial PCA

    Pages 23-34

    Buntine, Wray

  • Learning and Inference for Clause Identification

    Pages 35-47

    Carreras, Xavier (et al.)

  • An Empirical Study of Encoding Schemes and Search Strategies in Discovering Causal Networks

    Pages 48-59

    Dai, Honghua (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-540-36755-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.00
price for USA in USD
  • ISBN 978-3-540-44036-9
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning: ECML 2002
Book Subtitle
13th European Conference on Machine Learning, Helsinki, Finland, August 19-23, 2002. Proceedings
Editors
  • Tapio Elomaa
  • Heikki Mannila
  • Hannu Toivonen
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2430
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36755-0
DOI
10.1007/3-540-36755-1
Softcover ISBN
978-3-540-44036-9
Edition Number
1
Number of Pages
XIV, 538
Topics