Bayesian Artificial Intelligence

by Ann E. Nicholson and Kevin B. Korb

Book Overview

Updated and expanded, Bayesian Artificial Intelligence, Second Edition 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. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own...

• Format: Hardcover
• Language: English
• ISBN: 1439815917
• ISBN13: 9781439815915
• Release Date: December 2010
• Publisher: CRC Press
• Length: 491 Pages
• Weight: 1.85 lbs.
• Dimensions: 1.2" x 6.4" x 9.3"