Bayesian Network Technologies: Applications and Graphical Models

Features

• Cover Type: Hard Cover with 300 pages
• Published by: IGI Publishing March 30, 2007
• Written in: English
• ISBN 10 Number: 1599041413
• ISBN 13 Number: 978-1599041414
• Book Dimensions: 10.3 x 7.1 x 1.2 inches
• Weighs: 1.8 pounds

Product 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 great 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.