Computer Science and Data Analysis Bayesian Artificial Intelligence

Type

Book

Authors

Korb ( Korb, Kevin B. )

Nicholson ( Nicholson, Ann E. )

ISBN 10

1584883871

ISBN 13

9781584883876

Tags

Statistics, Systems Analysis & Design, Programming Languages, Probability & Statistics, Business & Finance, Computer Science

Series Name

Computer Science and Data Analysis

Description

As the power of Bayesian techniques has become more fully realized, the field of artificial intelligence has embraced Bayesian methodology and integrated it to the point where an introduction to Bayesian techniques is now a core course in many computer science programs. Unlike other books on the subject, Bayesian Artificial Intelligence keeps mathematical detail to a minimum and covers a broad range of topics. The authors integrate all of Bayesian net technology and learning Bayesian net technology and apply them both to knowledge engineering. They emphasize understanding and intuition but also provide the algorithms and technical background needed for applications. Software, exercises, and solutions are available on the authors’ website. - from Amzon

Number of Copies