[PDF.87jk] Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics)

Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics)

[PDF.vw36] Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics)

Probabilistic Networks and Expert  Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter epub
Probabilistic Networks and Expert  Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter pdf download
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Probabilistic Networks and Expert  Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter book review
Probabilistic Networks and Expert  Robert G. Cowell, Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter summary

 | #3367736 in Books |  2007-07-16 | Original language:English | PDF # 1 |  9.25 x.76 x6.10l,1.06 | File type: PDF | 324 pages

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||2 of 2 people found the following review helpful.| excellent book on Bayesian networks|By Paola Sebastiani|Few years after publication, and several new books on the topic, this is still the best introduction to the theory of Bayesian networks and covers topics of learning and reasoning|3 of 4 people found the following review helpful.| Good foundation with teaser for advanced topics|By| ||From the reviews: |JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION |"This important book fills a void in the graphical Markov models literature. The authors have summarized their extensive and influential work in this area and provided a valuable resource bot

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 ...

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