ENGLISH

Bayesian Artificial Intelligence

By Kevin B. Korb , Ann E. Nicholson

Book information

Publisher
Chapman and Hall/CRC
Year
2003
ISBN
1584883871, 9781584883876
Open Library ID
OL18206767M
Language
english
Format
PDF
Filesize
7 MB (7635143 bytes)
Series
Chapman & Hall/CRC Computer Science & Data Analysis
Edition
1
Pages
392\474
Time added
2011-09-15 08:08:47

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.

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