Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Nonfiction, Computers, Database Management, Application Software, General Computing
Cover of the book Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis by Uffe B. Kjærulff, Anders L. Madsen, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Uffe B. Kjærulff, Anders L. Madsen ISBN: 9781461451044
Publisher: Springer New York Publication: November 30, 2012
Imprint: Springer Language: English
Author: Uffe B. Kjærulff, Anders L. Madsen
ISBN: 9781461451044
Publisher: Springer New York
Publication: November 30, 2012
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer New York

Cover of the book Redo Cardiac Surgery in Adults by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Work and Mental Health in Social Context by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Determination of the Geoid by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Managing Your Headaches by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Astronomical Cybersketching by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Studies in Diabetes by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book The Archaeology of Vernacular Watercraft by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Circuits in the Brain by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Cathodic Arcs by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Handbook of Stochastic Models and Analysis of Manufacturing System Operations by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book The Ulysses Factor by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Intensive One-Session Treatment of Specific Phobias by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Advances in Meta-Analysis by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Cement-Based Materials for Nuclear Waste Storage by Uffe B. Kjærulff, Anders L. Madsen
Cover of the book Handbook of Gas Sensor Materials by Uffe B. Kjærulff, Anders L. Madsen
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy