Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics) by Uffe B. Kjærulff, Anders L. Madsen

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics) Author: Uffe B. Kjærulff, Anders L. Madsen
eBook Title: Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)
ISBN10: 1441925465
ISBN13: 978-1441925466
Language: English
Publisher: Springer; Softcover reprint of hardcover 1st ed. 2008 edition (November 19, 2010)
Category: Computers & Technology
Subcategory: Computer Science
Size ePub vers.: 1629 kb
Size PDF vers.: 1721 kb
Other formats: cb7, odf, pdf, azw, ibooks, mobi
Rating: 4.1
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Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial intelligence. This book provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. Intended primarily for practitioners, this book does not require sophisticated mathematical skills. The theory and methods presented are illustrated through more than 140 examples, and exercises are included for the reader to check his/her level of understanding.

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