Modeling and Reasoning with Bayesian Networks - Darwiche, Adnan (University of California, Los Angeles) - Books - Cambridge University Press - 9780521884389 - April 6, 2009
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Darwiche, Adnan (University of California, Los Angeles)
Modeling and Reasoning with Bayesian Networks

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This book provides a thorough introduction to the formal foundations and practical applications of Bayesian networks. It provides an extensive discussion of techniques for building Bayesian networks that model real-world situations, including techniques for synthesizing models from design, learning models from data, and debugging models using sensitivity analysis.

562 pages, 246 b/w illus. 64 tables 342 exercises

Media Books     Hardcover Book   (Book with hard spine and cover)
Released April 6, 2009
ISBN13 9780521884389
Publishers Cambridge University Press
Pages 562
Dimensions 186 × 262 × 31 mm   ·   1.18 kg
Language English  

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