Foundations of Inductive Logic Programming

Ronald De Wolf

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Language: English

Published by Springer Berlin Heidelberg Apr 1997, 1997

3540629270 / 9783540629276

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial is the first theoretical introduction to ILP; it provides the reader with a rigorous and sufficiently broad basis for future research in the area.In the first part, a thorough treatment of first-order logic, resolution-based theorem proving, and logic programming is given. The second part introduces the main concepts of ILP and systematically develops the most important results on model inference, inverse resolution, unfolding, refinement operators, least generalizations, and ways to deal with background knowledge. Furthermore, the authors give an overview of PAC learning results in ILP and of some of the most relevant implemented systems. 428 pp. Englisch.

Seller Inventory # 9783540629276

Title
Foundations of Inductive Logic Programming
Author
Ronald De Wolf
Publisher
Springer Berlin Heidelberg Apr 1997
Publication year
1997
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540629270
ISBN 13
9783540629276
Item weight
645 grams
Dimensions
235x155x24 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

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BuchWeltWeit Ludwig Meier e.K.

Germany