Lecture Notes in Artificial Intelligence

Inductive Logic Programming

20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010, Revised Papers

Editors: Frasconi, Paolo, Lisi, Francesca A. (Eds.)

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About this book

This book constitutes the thoroughly refereed post-proceedings of the 20th International Conference on Inductive Logic Programming, ILP 2010, held in Florence, Italy in June 2010. The 11 revised full papers and 15 revised short papers presented together with abstracts of three invited talks were carefully reviewed and selected during two rounds of refereeing and revision. All current issues in inductive logic programming, i.e. in logic programming for machine learning are addressed, in particular statistical learning and other probabilistic approaches to machine learning are reflected.

Table of contents (29 chapters)

  • Rule Interchange Format: Logic Programming’s Second Wind?

    Kifer, Michael

    Pages 1-1

  • Practical Probabilistic Programming

    Pfeffer, Avi

    Pages 2-3

  • Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale

    Poole, David

    Pages 4-5

  • Learning Multi-class Theories in ILP

    Abudawood, Tarek (et al.)

    Pages 6-13

  • A Numerical Refinement Operator Based on Multi-Instance Learning

    Alphonse, Erick (et al.)

    Pages 14-21

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-21295-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.99
price for USA
  • ISBN 978-3-642-21294-9
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Inductive Logic Programming
Book Subtitle
20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010, Revised Papers
Editors
  • Paolo Frasconi
  • Francesca A. Lisi
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
6489
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-21295-6
DOI
10.1007/978-3-642-21295-6
Softcover ISBN
978-3-642-21294-9
Edition Number
1
Number of Pages
XI, 278
Number of Illustrations and Tables
38 b/w illustrations, 29 illustrations in colour
Topics