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Machine Learning: ECML 2001

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

  • Luc De Raedt
  • Peter Flach

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. Front Matter
    Pages I-XVII
  2. Regular Papers

    1. Hassan Aït-Kaci, Yutaka Sasaki
      Pages 1-12
    2. Hilan Bensusan, Alexandros Kalousis
      Pages 25-36
    3. Yann Chevaleyre, Jean-Daniel Zucker
      Pages 49-60
    4. Fredrik A. Dahl, Ole Martin Halck
      Pages 73-84
    5. Tapio Elomaa, Matti Kääriäinen
      Pages 133-144
    6. Eibe Frank, Mark Hall
      Pages 145-156
    7. Ashutosh Garg, Dan Roth
      Pages 179-191
    8. Baohua Gu, Bing Liu, Feifang Hu, Huan Liu
      Pages 192-202
    9. Achim Hoffmann, Rex Kwok, Paul Compton
      Pages 203-213
    10. Thomas Hofmann
      Pages 214-225
    11. Daniel Keysers, Wolfgang Macherey, Jörg Dahmen, Hermann Ney
      Pages 263-275
    12. Kevin B. Korb, Lucas R. Hope, Michelle J. Hughes
      Pages 276-287
    13. Wojciech Kwedlo, Marek Krętowski
      Pages 288-299
    14. Carlos E. Mariano, Eduardo F. Morales
      Pages 324-335
    15. Lionel Martin, Frédéric Moal
      Pages 336-347
    16. Victor Medina-Chico, Alberto Suárez, James F. Lutsko
      Pages 348-359
    17. Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk
      Pages 360-371
    18. Jason H. Moore, Joel S. Parker, Lance W. Hahn
      Pages 372-381
    19. Ann Nowé, Johan Parent, Katja Verbeeck
      Pages 382-393
    20. Santiago Ontañón, Enric Plaza
      Pages 394-405
    21. Bhavani Raskutti, Herman Ferrá, Adam Kowalczyk
      Pages 419-430
    22. José L. Sanz-González, Diego Andina
      Pages 431-441
    23. 1Dorian Šuc, Ivan Bratko
      Pages 442-453
    24. Hirotoshi Taira, Masahiko Haruno
      Pages 454-465
    25. 1Ljupčo Todorovski, Sašo DŽeroski
      Pages 478-490
    26. Ricardo Vilalta, Mark Brodie, Daniel Oblinger, Irina Rish
      Pages 503-514
    27. Jordi Vivaldi, 2Lluís Màrquez, Horacio Rodríguez
      Pages 515-526
    28. Slobodan Vucetic, Zoran Obradovic
      Pages 527-538
    29. Takashi Washio, Hiroshi Motoda, Yuji Niwa
      Pages 539-551
    30. Ying Yang, Geoffrey I. Webb
      Pages 564-575

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

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

  • DOI https://doi.org/10.1007/3-540-44795-4
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-42536-6
  • Online ISBN 978-3-540-44795-5
  • Series Print ISSN 0302-9743
  • Buy this book on publisher's site
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