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Learning Bayesian Networks

Learning Bayesian Networks PDF Author: Richard E. Neapolitan
Publisher: Prentice Hall
ISBN:
Category : Computers
Languages : en
Pages : 704

Book Description
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.