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

DOI: 10.1007/978-3-540-73847-3

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

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

  • 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