Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)

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Название:Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Information Science and Statistics)

Автор: Uffe B. Kjaerulff, Anders L. Madsen

Издательство: Springer

ISBN: 0387741003

Дата издания:2007-12-18

Страниц: 318

Язык:Английский

Формат:PDF

Размер: 1,5 MB

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.