Foundations of Inductive Logic Programming

Name: Foundations of Inductive Logic Programming
Brand: Springer, Berlin
SKU: 9783540629276
Price: 74.85 EUR
Availability: InStock

Autor: Shan-Hwei Nienhuys-Cheng, Ronald de Wolf

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer, Berlin

Dostupnosť: Skladom u dodávateľa

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74.85 €

Inductive Logic Programming is a young and rapidly growing field combining machine learning and logi...

Informácie o knihe

Autor

Shan-Hwei Nienhuys-Cheng, Ronald de Wolf

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

1997

Stránok

410

EAN

9783540629276

ISBN

3540629270

Enbook ID

01566361

Vydavateľ

Springer, Berlin

Hmotnosť

636

Rozmery

156 x 234 x 22

Kompletný popis

Inductive Logic Programming is a young and rapidly growing field combining machine learning and logic programming. This self-contained tutorial 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.

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