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Lecture Notes in Artificial Intelligence

Machine Learning: ECML-98

10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998, Proceedings

Editors: Nedellec, Claire, Rouveirol, Celine (Eds.)

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About this book

This book constitutes the refereed proceedings of the 10th European Conference on Machine Learning, ECML-98, held in Chemnitz, Germany, in April 1998.
The book presents 21 revised full papers and 25 short papers reporting on work in progress together with two invited contributions; the papers were selected from a total of 100 submissions. The book is divided in sections on applications of ML, Bayesian networks, feature selection, decision trees, support vector learning, multiple models for classification, inductive logic programming, relational learning, instance-based learning, clustering, genetic algorithms, reinforcement learning and neural networks.

Table of contents (48 chapters)

Table of contents (48 chapters)
  • Learning in agent-oriented worlds

    Pages 1-3

    Jong, Kenneth

  • Naive (Bayes) at forty: The independence assumption in information retrieval

    Pages 4-15

    Lewis, David D.

  • Learning verbal transitivity using loglinear models

    Pages 17-24

    Miguel Marques, Nuno (et al.)

  • Part-of-speech tagging using decision trees

    Pages 25-36

    Màrquez, Lluís (et al.)

  • Inference of finite automata: Reducing the search space with an ordering of pairs of states

    Pages 37-42

    Coste, François (et al.)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • The eBook version of this title will be available soon
  • ISBN 978-3-540-69781-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $109.00
price for USA in USD
  • ISBN 978-3-540-64417-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning: ECML-98
Book Subtitle
10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998, Proceedings
Editors
  • Claire Nedellec
  • Celine Rouveirol
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1398
Copyright
1998
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-69781-7
DOI
10.1007/BFb0026664
Softcover ISBN
978-3-540-64417-0
Edition Number
1
Number of Pages
XIV, 426
Topics