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© 2001

Machine Learning: ECML 2001

12th European Conference on Machine Learning Freiburg, Germany, September 5–7, 2001 Proceedings

  • Luc De Raedt
  • Peter Flach
Conference proceedings ECML 2001

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2167)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2167)

Table of contents

  1. Regular Papers

    1. 1Ljupčo Todorovski, Sašo DŽeroski
      Pages 478-490
    2. Ricardo Vilalta, Mark Brodie, Daniel Oblinger, Irina Rish
      Pages 503-514
    3. Jordi Vivaldi, 2Lluís Màrquez, Horacio Rodríguez
      Pages 515-526
    4. Slobodan Vucetic, Zoran Obradovic
      Pages 527-538
    5. Takashi Washio, Hiroshi Motoda, Yuji Niwa
      Pages 539-551
    6. Ying Yang, Geoffrey I. Webb
      Pages 564-575
    7. Huajie Zhang, Charles X. Ling
      Pages 587-599
  2. Invited Papers

  3. Back Matter
    Pages 617-618

Other volumes

  1. Machine Learning: ECML 2001
    12th European Conference on Machine Learning Freiburg, Germany, September 5–7, 2001 Proceedings
  2. 5th European Conference, PKDD 2001, Freiburg, Germany, September 3–5, 2001 Proceedings

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 12th European Conference on Machine Learning, ECML 2001, held in Freiburg, Germany, in September 2001.
The 50 revised full papers presented together with four invited contributions were carefully reviewed and selected from a total of 140 submissions. Among the topics covered are classifier systems, naive-Bayes classification, rule learning, decision tree-based classification, Web mining, equation discovery, inductive logic programming, text categorization, agent learning, backpropagation, reinforcement learning, sequence prediction, sequential decisions, classification learning, sampling, and semi-supervised learning.

Keywords

Text classification learning logic machine learning programming reinforcement learning supervised learning web mining algorithm analysis and problem complexity

Editors and affiliations

  • Luc De Raedt
    • 1
  • Peter Flach
    • 2
  1. 1.Department of Computer ScienceAlbert-Ludwigs University FreiburgFreiburgGermany
  2. 2.Department of Computer ScienceUniversity of BristolBristolUK

Bibliographic information