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© 2003

Machine Learning: ECML 2003

14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings

  • Nada Lavrač
  • Dragan Gamberger
  • Hendrik Blockeel
  • Ljupčo Todorovski
Conference proceedings ECML 2003

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2837)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 2837)

Table of contents

  1. Contributed Papers

    1. David Kauchak, Charles Elkan
      Pages 205-216
    2. Frédéric Koriche, Joël Quinqueton
      Pages 229-240
    3. Niels Landwehr, Mark Hall, Eibe Frank
      Pages 241-252
    4. Jianguo Lee, Jingdong Wang, Changshui Zhang
      Pages 253-264
    5. Marie-Jeanne Lesot, Florence d’Alché-Buc, Georges Siolas
      Pages 265-276
    6. Yan Liu, Jaime Carbonell, Rong Jin
      Pages 277-288
    7. Koichi Moriyama, Masayuki Numao
      Pages 289-300
    8. Shyamsundar Rajaram, Ashutosh Garg, Xiang Sean Zhou, Thomas S. Huang
      Pages 301-312
    9. Marko Robnik-Šikonja
      Pages 325-336
    10. Marc Sebban, Henri-Maxime Suchier
      Pages 349-360
    11. Khalil Sima’an, Luciano Buratto
      Pages 373-384
    12. Dorian Šuc, Ivan Bratko
      Pages 385-396
    13. Cynthia A. Thompson, Roger Levy, Christopher D. Manning
      Pages 397-408
    14. Kristina Toutanova, Mark Mitchell, Christopher D. Manning
      Pages 409-420
    15. Karl Tuyls, Dries Heytens, Ann Nowe, Bernard Manderick
      Pages 421-431
    16. Jarkko Venna, Samuel Kaski, Jaakko Peltonen
      Pages 432-443

Other volumes

  1. Machine Learning: ECML 2003
    14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings
  2. 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings

About these proceedings

Introduction

The proceedings of ECML/PKDD2003 are published in two volumes: the P- ceedings of the 14th European Conference on Machine Learning (LNAI 2837) and the Proceedings of the 7th European Conference on Principles and Practice of Knowledge Discovery in Databases (LNAI 2838). The two conferences were held on September 22–26, 2003 in Cavtat, a small tourist town in the vicinity of Dubrovnik, Croatia. As machine learning and knowledge discovery are two highly related ?elds, theco-locationofbothconferencesisbene?cialforbothresearchcommunities.In Cavtat, ECML and PKDD were co-located for the third time in a row, following the successful co-location of the two European conferences in Freiburg (2001) and Helsinki (2002). The co-location of ECML2003 and PKDD2003 resulted in a joint program for the two conferences, including paper presentations, invited talks, tutorials, and workshops. Out of 332 submitted papers, 40 were accepted for publication in the ECML2003proceedings,and40wereacceptedforpublicationinthePKDD2003 proceedings. All the submitted papers were reviewed by three referees. In ad- tion to submitted papers, the conference program consisted of four invited talks, four tutorials, seven workshops, two tutorials combined with a workshop, and a discovery challenge.

Keywords

Boosting Support Vector Machine algorithms classification learning machine learning reinforcement learning supervised learning

Editors and affiliations

  • Nada Lavrač
    • 1
  • Dragan Gamberger
    • 2
  • Hendrik Blockeel
    • 3
  • Ljupčo Todorovski
    • 4
  1. 1.University of Nova GoricaNova GoricaSlovenia
  2. 2.Rudjer Bošković InstituteZagrebCroatia
  3. 3.Leiden Institute of Advanced Computer ScienceLeiden University 
  4. 4.Jozef Stefan InstituteLjubljanaSlovenia

Bibliographic information

  • Book Title Machine Learning: ECML 2003
  • Book Subtitle 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003. Proceedings
  • Editors Nada Lavrač
    Dragan Gamberger
    Ljupco Todorovski
    Hendrik Blockeel
  • Series Title Lecture Notes in Computer Science
  • DOI https://doi.org/10.1007/b13633
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Softcover ISBN 978-3-540-20121-2
  • eBook ISBN 978-3-540-39857-8
  • Series ISSN 0302-9743
  • Series E-ISSN 1611-3349
  • Edition Number 1
  • Number of Pages XVI, 512
  • Number of Illustrations 0 b/w illustrations, 0 illustrations in colour
  • Topics Artificial Intelligence
    Algorithm Analysis and Problem Complexity
    Mathematical Logic and Formal Languages
  • Buy this book on publisher's site