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Book synopsis

"The second edition of this bestseller provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. This edition contains a new chapter on Bayesian network classifiers and a new section on object-oriented Bayesian networks, along with new applications and case studies. It includes a new section that addresses foundational problems with causal discovery and Markov blanket discovery and a new section that covers methods of evaluating causal discovery programs. The book also offers more coverage on the uses of causal interventions to understand and reason with causal Bayesian networks. Supplemental materials are available on the book's website"--

Book details

Book category Books in English Computing & information technology Computer science Systems analysis & design

• Full title: Bayesian Artificial Intelligence
• Author: Ann E. Nicholson
• Language: English
• Binding: Hardback
• Number of pages: 491
• EAN: 9781439815915
• ISBN: 9781439815915
• ID: 06671805
• Publisher: Taylor & Francis Inc
• Weight: 894 g
• Dimensions: 243 × 164 × 26 mm
• Date of publishing: 16. December 2010

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