Foundations of Inductive Logic Programming
Language: English
Published by Springer, Springer Apr 1997, 1997
- Softcover
- New
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germanybuchversandmimpf2000
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Condition: New
£ 69.69
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This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 428 pp. Englisch.
Seller Inventory # 9783540629276
- Title
- Foundations of Inductive Logic Programming
- Author
- Shan-Hwei Nienhuys-Cheng
- Publisher
- Springer, Springer Apr 1997
- Publication year
- 1997
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3540629270
- ISBN 13
- 9783540629276
- Item weight
- 645 grams
- Dimensions
- 235x155x24 mm
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.
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buchversandmimpf2000
Emtmannsberg, BAYE, Germany
AbeBooks seller since January 23, 2017
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