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Machine Learning: ECML 2004

15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004. Proceedings

  • Jean-François Boulicaut
  • Floriana Esposito
  • Fosca Giannotti
  • Dino Pedreschi

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3201)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3201)

Table of contents

  1. Front Matter
  2. Invited Papers

  3. Contributed Papers

    1. Douglas Aberdeen
      Pages 27-38
    2. Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
      Pages 39-50
    3. Peter Auer, Ronald Ortner
      Pages 63-74
    4. Steffen Bickel, Tobias Scheffer
      Pages 87-98
    5. Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro
      Pages 99-110
    6. Aidan Finn, Nicholas Kushmerick
      Pages 111-122
    7. Johannes Fürnkranz, Peter Flach
      Pages 123-133
    8. Matteo Gagliolo, Viktor Zhumatiy, Jürgen Schmidhuber
      Pages 134-143
    9. Pieter Jan’t Hoen, Karl Tuyls
      Pages 168-179
    10. Mohammed Waleed Kadous, Claude Sammut
      Pages 192-204
    11. Kristian Kersting, Thomas Gärtner
      Pages 205-216
    12. András Kocsor, Kornél Kovács, Csaba Szepesvári
      Pages 227-238
    13. Tony Lindgren
      Pages 262-273
    14. Oscar Luaces, Gustavo F. Bayón, José R. Quevedo, Jorge Díez, Juan José del Coz, Antonio Bahamonde
      Pages 286-297
    15. Jangmin O, Jae Won Lee, Jongwoo Lee, Byoung-Tak Zhang
      Pages 298-309
    16. Satoshi Oyama, Christopher D. Manning
      Pages 322-333
    17. Predrag Radivojac, Zoran Obradovic, A. Keith Dunker, Slobodan Vucetic
      Pages 334-346
    18. Marko Robnik-Šikonja
      Pages 359-370
    19. Marco Saerens, Francois Fouss, Luh Yen, Pierre Dupont
      Pages 371-383
    20. Craig Saunders, David R. Hardoon, John Shawe-Taylor, Gerhard Widmer
      Pages 384-395
    21. Janne Sinkkonen, Janne Nikkilä, Leo Lahti, Samuel Kaski
      Pages 396-406
    22. Dorian Šuc, Ivan Bratko, Claude Sammut
      Pages 407-418
    23. Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao
      Pages 419-428
    24. Ljupčo Todorovski, Peter Ljubič, Sašo Džeroski
      Pages 441-452
    25. Ivor W. Tsang, James T. Kwok
      Pages 453-464
    26. Grigorios Tsoumakas, Ioannis Katakis, Ioannis Vlahavas
      Pages 465-476
    27. Xiaoyun Wu, Rohini Srihari, Zhaohui Zheng
      Pages 489-500
    28. Harry Zhang, Jiang Su
      Pages 501-512
    29. Harry Zhang, Jiang Su
      Pages 513-524
    30. Zhi-Hua Zhou, Ke-Jia Chen, Yuan Jiang
      Pages 525-536
    31. Kenny Q. Zhu, Ziwei Liu
      Pages 537-547

Other volumes

  1. Machine Learning: ECML 2004
    15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004. Proceedings
  2. 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004. Proceedings

About these proceedings

Keywords

Averaging Bayesian network Fuzzy Random Forest algorithmic learning algorithms association rule mining decision tree learning description logics genetic algorithms kernel methods machine learning proving reinforcement learning semantic web

Editors and affiliations

  • Jean-François Boulicaut
    • 1
  • Floriana Esposito
    • 2
  • Fosca Giannotti
    • 3
  • Dino Pedreschi
    • 4
  1. 1.INSA-Lyon, LIRIS CNRS UMR5205VilleurbanneFrance
  2. 2.Dipartimento di InformaticaUniversità degli Studi di Bari 
  3. 3.Pisa KDD Laboratory, ISTI - CNR, Area della Ricerca di PisaPisaItaly
  4. 4.Dipartimento di InformaticaPisaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/b100702
  • Copyright Information Springer-Verlag Berlin Heidelberg 2004
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-23105-9
  • Online ISBN 978-3-540-30115-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site