Abductive Reasoning and Learning, Dov M. Gabbay; Philippe Smets

Автор: Dov M. Gabbay; Philippe Smets
Название: Abductive Reasoning and Learning
ISBN: 9048155606 ISBN-13(EAN): 9789048155606
Издательство: Springer
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Описание: This book contains leading survey papers on the various aspects of Abduction, both logical and numerical approaches. Abduction is central to all areas of applied reasoning, including artificial intelligence, philosophy of science, machine learning, data mining and decision theory, as well as logic itself.

Автор: Yun Peng; James A. Reggia
Название: Abductive Inference Models for Diagnostic Problem-Solving
ISBN: 0387973435 ISBN-13(EAN): 9780387973432
Издательство: Springer
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Описание: This would seem to indicate that many of the essential aspects of diagnostic reasoning are a type of intuiti- based, common sense reasoning. More precisely, diagnostic reasoning can be classified as a type of inf- ence known as abductive reasoning or abduction.

Автор: Manuela M. Veloso
Название: Planning and Learning by Analogical Reasoning
ISBN: 3540588116 ISBN-13(EAN): 9783540588115
Издательство: Springer
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Цена: 9781.00 р.
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Описание: This monograph describes the integration of analogical and case-based reasoning into general computer problem-solving. It describes a method based on derivational analogy, which has been fully implemented. The algorithms involved are presented in detail and examples are given.