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Probabilistic Reasoning in Intelligent Systems
Judea Pearl
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Description for Probabilistic Reasoning in Intelligent Systems
Paperback. Num Pages: 574 pages, black & white illustrations. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 230 x 153 x 32. Weight in Grams: 784.
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic. The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence ... Read more
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic logic. The author distinguishes syntactic and semantic approaches to uncertainty--and offers techniques, based on belief networks, that provide a mechanism for making semantics-based systems operational. Specifically, network-propagation techniques serve as a mechanism for combining the theoretical coherence ... Read more
Product Details
Publisher
Elsevier Science & Technology United States
Number of pages
574
Format
Paperback
Publication date
1988
Condition
New
Weight
819g
Number of Pages
584
Place of Publication
San Francisco, United States
ISBN
9781558604797
SKU
V9781558604797
Shipping Time
Usually ships in 4 to 8 working days
Ref
99-1
About Judea Pearl
By Judea Pearl
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