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Item Details
Title: PROBABILISTIC NETWORKS AND EXPERT SYSTEMS
EXACT COMPUTATIONAL METHODS FOR BAYESIAN NETWORKS
By: Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen
Format: Hardback

List price: £139.99


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ISBN 10: 0387987673
ISBN 13: 9780387987675
Publisher: SPRINGER-VERLAG NEW YORK INC.
Pub. date: 1 June, 1999
Edition: 1st ed. 1999. Corr. 2nd printing 2003
Series: Information Science and Statistics
Pages: 324
Description: The work reviewed in this book represents the synthesis of two important developments in modelling of complex stochastic phenomena. The book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms.
Synopsis: 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 to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.
Illustrations: XII, 324 p.
Publication: US
Imprint: Springer-Verlag New York Inc.
Returns: Returnable
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