Uffe B Kjærulff

(Author)

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (2013)Paperback - 2013, 13 December 2014

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (2013)
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Part of Series
Information Science and Statistics
Print Length
382 pages
Language
English
Publisher
Springer
Date Published
13 Dec 2014
ISBN-10
1493900293
ISBN-13
9781493900299

Description

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This new edition contains six new sections, in addition to fully-updated examples, tables, figures, and a revised appendix. Intended primarily for practitioners, this book does not require sophisticated mathematical skills or deep understanding of the underlying theory and methods nor does it discuss alternative technologies for reasoning under uncertainty. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his or her level of understanding. The techniques and methods presented for knowledge elicitation, model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined on the basis of numerous courses that the authors have held for practitioners worldwide.

Product Details

Authors:
Uffe B KjærulffAnders L Madsen
Book Edition:
2013
Book Format:
Paperback
Country of Origin:
NL
Date Published:
13 December 2014
Dimensions:
23.39 x 15.6 x 2.08 cm
Genre:
Science/Technology Aspects
ISBN-10:
1493900293
ISBN-13:
9781493900299
Language:
English
Location:
New York, NY
Pages:
382
Publisher:
Weight:
562.45 gm

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