Bayesian artificial intelligence Korb, Kevin B.

By:

Korb, Kevin B

Contributor(s):

Nicholson, Ann E

Material type: Text

TextSeries: Computer Science and Data Analysis SeriesPublication details: Boca Raton CRC Press 2011Edition: 2nd edDescription: xxvii, 463 pISBN:

9781439815915

Subject(s):

DDC classification:

519.542 K6B2-2011

Summary: 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)

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Book	Ahmedabad	Non-fiction	519.542 K6B2-2011 (Browse shelf(Opens below))	Available		189276

Total holds: 0

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)

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