ENGLISH

Bayesian Network Technologies: Applications and Graphical Models

By Ankush Mittal , Ankush Mittal; Ashraf Kassim

Book information

Publisher
Igi Publishing
Year
2007
ISBN
1599041413, 9781599041414, 9781599041438
LCC
QA279.5 .B3886 2007
Open Library ID
OL17853413M
Language
english
Format
PDF
Filesize
8 MB (8559590 bytes)
Edition
1
Pages
369\369
Library
avaxhome.ws
Time added
2010-05-31 15:29:46

Description

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. Bayesian Network Technologies: Applications and Graphical Models 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. Bayesian Network Technologies: Applications and Graphical Models provides specific examples of how Bayesian networks are powerful machine learning tools critical in solving real-life problems.

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