Korb, Kevin B.

Bayesian artificial intelligence Korb, Kevin B. - 2nd ed. - Boca Raton CRC Press 2011 - xxvii, 463 p. - Computer Science and Data Analysis Series .

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 applied research to illustrate various applications of the technology.(http://www.crcpress.com/product/isbn/9781439815915)

9781439815915


Bayesian statistical decision theory - Data processing
Machine learning
Neural networks - Computer science

519.542 / K6B2-2011