Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks

by Robert G. Cowell, A Philip Dawid, David J Spiegelhalter, et al.

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Book Overview

Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction...

Format:Paperback

Language:English

ISBN:0387718230

ISBN13:9780387718231

Release Date:July 2007

Publisher:Springer

Length:324 Pages

Weight:1.06 lbs.

Dimensions:0.6" x 6.3" x 9.2"

Related Subjects

Computers Computers & Technology Math Mathematics Science Science & Math Science & Scientists Science & Technology

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Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks

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