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

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  • Engels
  • Hardcover
  • 9781461451037
  • 29 november 2012
  • 400 pagina's
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Samenvatting

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.

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 on model construction and verification, modeling techniques and tricks, learning models from data, and analyses of models have all been developed and refined based on numerous courses the authors have held for practitioners worldwide.

Uffe B. Kjærulff holds a PhD on probabilistic networks and is an Associate Professor of Computer Science at Aalborg University. Anders L. Madsen of HUGIN EXPERT A/S holds a PhD on probabilistic networks and is an Adjunct Professor of Computer Science at Aalborg University.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
29 november 2012
Aantal pagina's
400
Illustraties
Nee

Betrokkenen

Hoofdauteur
Uffe B. Kjaerulff
Tweede Auteur
Anders L. Madsen
Co Auteur
Uffe B Kjaerulff

Overige kenmerken

Editie
2
Extra groot lettertype
Nee
Product breedte
165 mm
Product hoogte
25 mm
Product lengte
248 mm
Studieboek
Nee
Verpakking breedte
235 mm
Verpakking hoogte
29 mm
Verpakking lengte
235 mm
Verpakkingsgewicht
7214 g

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EAN
9781461451037
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