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

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





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