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Inductive Logic Programming

16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers

  • Editors
  • Stephen Muggleton
  • Ramon Otero
  • Alireza Tamaddoni-Nezhad
Conference proceedings ILP 2006

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4455)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 4455)

Table of contents

  1. Front Matter
  2. Invited Papers

  3. Special Issue Extended Abstracts

    1. Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen
      Pages 30-33
    2. Sebastian Fröhler, Stefan Kramer
      Pages 34-36
    3. Stephen Muggleton, Alireza Tamaddoni-Nezhad
      Pages 37-39
    4. Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe
      Pages 40-42
    5. Ulrich Rückert, Stefan Kramer
      Pages 46-48
  4. Research Papers

    1. Erick Alphonse, Céline Rouveirol
      Pages 49-63
    2. Dalal Alrajeh, Oliver Ray, Alessandra Russo, Sebastian Uchitel
      Pages 64-78
    3. Margherita Berardi, Donato Malerba
      Pages 79-93
    4. Jianzhong Chen, Lawrence Kelley, Stephen Muggleton, Michael Sternberg
      Pages 109-124
    5. Guillaume Cleuziou, Lionel Martin, Christel Vrain
      Pages 125-138
    6. Koichiro Doi, Tetsuya Yamashita, Akihiro Yamamoto
      Pages 139-153
    7. Kerstin Eder, Peter Flach, Hsiou-Wen Hsueh
      Pages 154-168
    8. Vicent Estruch, César Ferri, Jose Hernández-Orallo, María José Ramírez-Quintana
      Pages 169-183
    9. Michel Ferreira, Nuno A. Fonseca, Ricardo Rocha, Tiago Soares
      Pages 184-198
    10. Barnaby Fisher, James Cussens
      Pages 199-213
    11. Daniel C. Fredouille, Christopher H. Bryant, Channa K. Jayawickreme, Steven Jupe, Simon Topp
      Pages 214-228
    12. Rocío García-Durán, Fernando Fernández, Daniel Borrajo
      Pages 229-243
    13. Tamás Horváth, Björn Bringmann, Luc De Raedt
      Pages 244-259
    14. Tomáš Horváth, Peter Vojtáš
      Pages 260-274
    15. Andreas Karwath, Kristian Kersting
      Pages 290-304
    16. Francesca A. Lisi, Floriana Esposito
      Pages 305-319
    17. John W. Lloyd, Kee Siong Ng
      Pages 320-334
    18. Jun-Ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano, Nobuhiro Inuzuka
      Pages 335-350
    19. Stephen Muggleton, Niels Pahlavi
      Pages 351-365
    20. Irene M. Ong, Scott E. Topper, David Page, Vítor Santos Costa
      Pages 366-378
    21. Aline Paes, Filip Železný, Gerson Zaverucha, David Page, Ashwin Srinivasan
      Pages 379-393
    22. Olga Skvortsova
      Pages 394-408
    23. Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes
      Pages 409-423
    24. Celine Vens, Jan Ramon, Hendrik Blockeel
      Pages 424-438
    25. Monika Žáková, Filip Železný, Javier A. Garcia-Sedano, Cyril Masia Tissot, Nada Lavrač, Petr Křemen et al.
      Pages 439-453
  5. Back Matter

About these proceedings

Introduction

The inherent dangers of change are often summed up in the misquoted Chinese curse “May you live in interesting times.” The submission procedure for the 16th International Conference of Inductive Logic Programming (ILP 2006) was a radical (hopefully interesting but not cursed) departure from previous years. Submissions were requested in two phases. The ?rst phase involved submission of short papers (three pages) which were then presented at the conference and included in a short papers proceedings. In the second phase, reviewers selected papersforlongpapersubmission(15pagesmaximum).Thesewerethenassessed by the same reviewers, who then decided which papers to include in the journal special issue and proceedings. In the ?rst phase there were a record 77 papers, comparedto the usual20 orso long papersofpreviousyears.Eachpaper was- viewed by three reviewers. Out of these, 71 contributors were invited to submit long papers. Out of the long paper submissions, 7 were selected for the - chine Learning Journal special issue and 27 were accepted for the proceedings. In addition, two papers were nominated by Program Committee referees for the applications prize and two for the theory prize. The papers represent the div- sity and vitality in present ILP research including ILP theory, implementations, search and phase transition, distributed and large-scale learning, probabilistic ILP, biological applications, natural language learning and planning and action learning.

Keywords

Bayesian networks algorithm algorithmic learning algorithms bioinformatics classifier systems complexity deductive databases generalisation operators inductive inference inductive logic programming knowledge representation logic programming verification

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-73847-3
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-73846-6
  • Online ISBN 978-3-540-73847-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site