Learning Bayesian Networks

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UPC:
9780130125347
Binding:
Hardcover
Publication Date:
4/6/2003
Author:
Richard E. Neapolitan
Language:
english
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Product Overview

In this first edition book, methods are discussed for doing inference in Bayesian networks and inference diagrams. Hundreds of examples and problems allow readers to grasp the information. Some of the topics discussed include Pearl's message passing algorithm, Parameter Learning: 2 Alternatives, Parameter Learning r Alternatives, Bayesian Structure Learning, and Constraint-Based Learning. For expert systems developers and decision theorists.