Inductive Logic Programming

22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected Papers

Editors:

ISBN: 978-3-642-38811-8 (Print) 978-3-642-38812-5 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages -

  2. No Access

    Book Chapter

    Pages 1-15

    A Relational Approach to Tool-Use Learning in Robots

  3. No Access

    Book Chapter

    Pages 16-31

    A Refinement Operator for Inducing Threaded-Variable Clauses

  4. No Access

    Book Chapter

    Pages 32-44

    Propositionalisation of Continuous Attributes beyond Simple Aggregation

  5. No Access

    Book Chapter

    Pages 45-57

    Topic Models with Relational Features for Drug Design

  6. No Access

    Book Chapter

    Pages 58-73

    Pairwise Markov Logic

  7. No Access

    Book Chapter

    Pages 74-85

    Evaluating Inference Algorithms for the Prolog Factor Language

  8. No Access

    Book Chapter

    Pages 86-101

    Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns

  9. No Access

    Book Chapter

    Pages 102-115

    Fast Parameter Learning for Markov Logic Networks Using Bayes Nets

  10. No Access

    Book Chapter

    Pages 116-129

    Bounded Least General Generalization

  11. No Access

    Book Chapter

    Pages 130-150

    Itemset-Based Variable Construction in Multi-relational Supervised Learning

  12. No Access

    Book Chapter

    Pages 151-165

    A Declarative Modeling Language for Concept Learning in Description Logics

  13. No Access

    Book Chapter

    Pages 166-177

    Identifying Driver’s Cognitive Load Using Inductive Logic Programming

  14. No Access

    Book Chapter

    Pages 178-192

    Opening Doors: An Initial SRL Approach

  15. No Access

    Book Chapter

    Pages 193-208

    Probing the Space of Optimal Markov Logic Networks for Sequence Labeling

  16. No Access

    Book Chapter

    Pages 209-224

    What Kinds of Relational Features Are Useful for Statistical Learning?

  17. No Access

    Book Chapter

    Pages 225-240

    Learning Dishonesty

  18. No Access

    Book Chapter

    Pages 241-256

    Heuristic Inverse Subsumption in Full-Clausal Theories

  19. No Access

    Book Chapter

    Pages 257-272

    Learning Unordered Tree Contraction Patterns in Polynomial Time

  20. Back Matter

    Pages -