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Logic for Learning
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Logic for Learning : Learning Comprehensible Theories from Structured Data

Softcover reprint of hardcover 1st ed. 2003

Book Details

Format Paperback / Softback
ISBN-10 3642075533
ISBN-13 9783642075537
Edition Softcover reprint of hardcover 1st ed. 2003
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Country of Manufacture GB
Country of Publication GB
Publication Date Oct 22nd, 2010
Print length 257 Pages
Weight 420 grams
Dimensions 15.80 x 23.40 x 1.80 cms
Ksh 8,100.00
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This book is concerned with the rich and fruitful interplay between the fields of computational logic and machine learning. For those in computational logic, no previous knowledge of machine learning is assumed and, for those in machine learning, no previous knowledge of computational logic is assumed.
This book provides a systematic approach to knowledge representation, computation, and learning using higher-order logic. For those interested in computational logic, it provides a framework for knowledge representation and computation based on higher-order logic, and demonstrates its advantages over more standard approaches based on first-order logic. For those interested in machine learning, the book explains how higher-order logic provides suitable knowledge representation formalisms and hypothesis languages for machine learning applications.

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