Lecture Notes in Artificial Intelligence

Inductive Logic Programming

28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Proceedings

Editors: Riguzzi, Fabrizio, Bellodi, Elena, Zese, Riccardo (Eds.)

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About this book

This book constitutes the refereed conference proceedings of the 28th International Conference on Inductive Logic Programming, ILP 2018, held in Ferrara, Italy, in September 2018.

The 10 full papers presented were carefully reviewed and selected from numerous submissions. Inductive Logic Programming (ILP) is a subfield of machine learning, which originally relied on logic programming as a uniform representation language for expressing examples, background knowledge and hypotheses. Due to its strong representation formalism, based on first-order logic, ILP provides an excellent means for multi-relational learning and data mining, and more generally for learning from structured data.

Table of contents (11 chapters)

Table of contents (11 chapters)
  • Derivation Reduction of Metarules in Meta-interpretive Learning

    Pages 1-21

    Cropper, Andrew (et al.)

  • Large-Scale Assessment of Deep Relational Machines

    Pages 22-37

    Dash, Tirtharaj (et al.)

  • How Much Can Experimental Cost Be Reduced in Active Learning of Agent Strategies?

    Pages 38-53

    Hocquette, Céline (et al.)

  • Diagnostics of Trains with Semantic Diagnostics Rules

    Pages 54-71

    Kharlamov, Evgeny (et al.)

  • The Game of Bridge: A Challenge for ILP

    Pages 72-87

    Legras, Swann (et al.)

Buy this book

eBook $44.99
price for USA (gross)
  • ISBN 978-3-319-99960-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA
  • ISBN 978-3-319-99959-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Inductive Logic Programming
Book Subtitle
28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Proceedings
Editors
  • Fabrizio Riguzzi
  • Elena Bellodi
  • Riccardo Zese
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11105
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-99960-9
DOI
10.1007/978-3-319-99960-9
Softcover ISBN
978-3-319-99959-3
Edition Number
1
Number of Pages
IX, 173
Number of Illustrations
181 b/w illustrations, 20 illustrations in colour
Topics