[PDF.18aj] Modeling and Reasoning with Bayesian Networks

Modeling and Reasoning with Bayesian Networks

[PDF.fp35] Modeling and Reasoning with Bayesian Networks

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 | #1344316 in Books |  Cambridge University Press |  2009-04-06 | Original language:English | PDF # 1 |  9.96 x1.26 x8.46l,2.55 | File type: PDF | 562 pages

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||1 of 1 people found the following review helpful.| It provides a good basic understanding of using BN in modeling complex|By Mohammed M. A. Younis|I used this book for my thesis work. It provides a good basic understanding of using BN in modeling complex issues|9 of 10 people found the following review helpful.| It's an excellent book on Bayesian Networks|By Daniel Korzekwa|It'| |"Bayesian networks are as important to AI and machine learning as Boolean circuits are to computer science. Adnan Darwiche is a leading expert in this area and this book provides a superb introduction to both theory and practice, with much useful material not

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. It also treats exact and approximate inference algorithms at both theoretical and practical levels. The auth...

You can specify the type of files you want, for your device.Modeling and Reasoning with Bayesian Networks   |  Adnan Darwiche. A good, fresh read, highly recommended.

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