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Representing and Reasoning with Probabilistic Knowledge
Language: en
Pages: 264
Authors: Fahiem Bacchus
Categories: Computers
Type: BOOK - Published: 1990 - Publisher: Cambridge, Mass. : MIT Press

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Probabilistic information has many uses in an intelligent system. This book explores logical formalisms for representing and reasoning with probabilistic inform
Probabilistic Reasoning in Intelligent Systems
Language: en
Pages: 573
Authors: Judea Pearl
Categories: Computers
Type: BOOK - Published: 2014-06-28 - Publisher: Elsevier

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Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plaus
Knowledge Representation and Reasoning
Language: en
Pages: 414
Authors: Ronald Brachman
Categories: Computers
Type: BOOK - Published: 2004-05-19 - Publisher: Morgan Kaufmann

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Knowledge representation is at the very core of a radical idea for understanding intelligence. This book talks about the central concepts of knowledge represent
Nonmonotonic Reasoning
Language: en
Pages: 310
Authors: Grigoris Antoniou
Categories: Computers
Type: BOOK - Published: 1997 - Publisher: MIT Press

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Nonmonotonic reasoning provides formal methods that enable intelligent systems to operate adequately when faced with incomplete or changing information. In part
Probabilistic Reasoning in Expert Systems
Language: en
Pages: 448
Authors: Richard E. Neapolitan
Categories: Computers
Type: BOOK - Published: 2012-06-01 - Publisher: CreateSpace

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This text is a reprint of the seminal 1989 book Probabilistic Reasoning in Expert systems: Theory and Algorithms, which helped serve to create the field we now