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Bayesian Network Technologies: Applications and Graphical Models

Posted on 2010-03-16




Name:Bayesian Network Technologies: Applications and Graphical Models
ASIN/ISBN:1599041413
Language:English
File size:4.8 Mb
Publisher: IGI Publishing
ISBN: 1599041413
Publish Date: edition 2007
File Type: PDF
Pages: 300 pages
File Size: 4,8 mb
   Bayesian Network Technologies: Applications and Graphical Models

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Bayesian networks are now being used in a variety of artificial intelligence applications. These networks are high-level representations of probability distributions over a set of variables that are used for building a model of the problem domain. provides an excellent and well-balanced collection of areas where Bayesian networks have been successfully applied. This book describes the underlying concepts of Bayesian Networks in an interesting manner with the help of diverse applications, and theories that prove Bayesian networks valid. provides specific examples of how Bayesian networks are powerful machine learning tools critical in solving real-life problems.

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