Bayesian Artificial Intelligence, 2nd Edition

05.18 in Math

This book provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures.

What's new ?

• New chapter on Bayesian network classifiers
• New section on object-oriented Bayesian networks
• Discussions of many common modeling errors
• New applications and case studies
• More coverage on the uses of causal interventions to understand and reason with causal Bayesian networks   

Publisher: CRC Press
Year : 2010
Pages : 479
Format : PDF
Language : English
Size : 3.73 MB
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