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Inductive Logic Programming

15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005. Proceedings

  • Stefan Kramer
  • Bernhard Pfahringer
Conference proceedings ILP 2005

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3625)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3625)

Table of contents

  1. Front Matter
  2. Research Papers

    1. Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachiyo Arai
      Pages 20-37
    2. John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael Witbrock, Brett Summers
      Pages 38-50
    3. Dongkyu Choi, Pat Langley
      Pages 51-68
    4. Héctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude Shavlik, Vitor Santos Costa
      Pages 69-86
    5. V. Estruch, C. Ferri, J. Hernández-Orallo, M. J. Ramírez-Quintana
      Pages 87-102
    6. Stefano Ferilli, Teresa M. A. Basile, Nicola Di Mauro, Floriana Esposito
      Pages 103-120
    7. Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon
      Pages 121-135
    8. Nuno A. Fonseca, Fernando Silva, Rui Camacho
      Pages 136-153
    9. Katsumi Inoue, Hideyuki Bando, Hidetomo Nabeshima
      Pages 154-171
    10. Frédéric Koriche
      Pages 172-189
    11. Sergei O. Kuznetsov, Mikhail V. Samokhin
      Pages 190-208
    12. Francesca A. Lisi, Floriana Esposito
      Pages 209-226
    13. Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza
      Pages 227-245
    14. K. S. Ng, J. W. Lloyd
      Pages 264-278
    15. Aline Paes, Kate Revoredo, Gerson Zaverucha, Vitor Santos Costa
      Pages 295-311
    16. Chiaki Sakama, Katsumi Inoue
      Pages 312-329
    17. Ryoji Takami, Yusuke Suzuki, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura
      Pages 366-383
    18. Werner Uwents, Hendrik Blockeel
      Pages 384-396
    19. Filip Železný
      Pages 397-413
  3. Invited Papers

    1. Gerhard Widmer
      Pages 414-414
    2. S. H. Muggleton
      Pages 416-423
    3. Ashwin Srinivasan
      Pages 424-425
  4. Back Matter

About these proceedings

Introduction

1 “Change is inevitable.” Embracing this quote we have tried to carefully exp- iment with the format of this conference, the 15th International Conference on Inductive Logic Programming, hopefully making it even better than it already was. But it will be up to you, the inquisitive reader of this book, to judge our success. The major changes comprised broadening the scope of the conference to include more diverse forms of non-propositional learning, to once again have tutorials on exciting new areas, and, for the ?rst time, to also have a discovery challenge as a platform for collaborative work. This year the conference was co-located with ICML 2005, the 22nd Inter- tional Conference on Machine Learning, and also in close proximity to IJCAI 2005, the 19th International Joint Conference on Arti?cial Intelligence. - location can be tricky, but we greatly bene?ted from the local support provided by Codrina Lauth, Michael May, and others. We were also able to invite all ILP and ICML participants to shared events including a poster session, an invited talk, and a tutorial about the exciting new area of “statistical relational lea- ing”. Two more invited talks were exclusively given to ILP participants and were presented as a kind of stock-taking—?ttingly so for the 15th event in a series—but also tried to provide a recipe for future endeavours.

Keywords

Bayesian network Bayesian networks algorithm algorithmic learning algorithms classifier systems clustering information extraction learning learning theory logic logic programming machine learning programming recu

Editors and affiliations

  • Stefan Kramer
    • 1
  • Bernhard Pfahringer
    • 2
  1. 1.Institut für Informatik I12Technische Universität MünchenGarching b. MünchenGermany
  2. 2.Department of Computer ScienceUniversity of WaikatoHamiltonNew Zealand

Bibliographic information

  • DOI https://doi.org/10.1007/11536314
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-28177-1
  • Online ISBN 978-3-540-31851-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site