Foundations of Rule Learning

Authors:

ISBN: 978-3-540-75196-0 (Print) 978-3-540-75197-7 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages i-xvii

  2. No Access

    Book Chapter

    Pages 1-17

    Machine Learning and Data Mining

  3. No Access

    Book Chapter

    Pages 19-55

    Rule Learning in a Nutshell

  4. No Access

    Book Chapter

    Pages 57-63

    Formal Framework for Rule Analysis

  5. No Access

    Book Chapter

    Pages 65-93

    Features

  6. No Access

    Book Chapter

    Pages 95-112

    Relational Features

  7. No Access

    Book Chapter

    Pages 113-133

    Learning Single Rules

  8. No Access

    Book Chapter

    Pages 135-169

    Rule Evaluation Measures

  9. No Access

    Book Chapter

    Pages 171-186

    Learning Rule Sets

  10. No Access

    Book Chapter

    Pages 187-216

    Pruning of Rules and Rule Sets

  11. No Access

    Book Chapter

    Pages 217-246

    Beyond Concept Learning

  12. No Access

    Book Chapter

    Pages 247-265

    Supervised Descriptive Rule Learning

  13. No Access

    Book Chapter

    Pages 267-298

    Selected Applications

  14. Back Matter

    Pages 299-334