ENGLISH

Learning Bayesian Networks

By Richard E. Neapolitan

Book information

Publisher
Prentice Hall
Year
2003
ISBN
0130125342, 9780130125347
LCC
QA279.5 .N436 2004
Open Library ID
OL18186050M
Language
english
Format
PDF
Filesize
5 MB (5553129 bytes)
Pages
704\704
Topic
Education
Time added
2011-06-04 13:46:07

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.

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