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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Hardcover, 2nd ed. 2013): Uffe B. Kjaerulff,... Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Hardcover, 2nd ed. 2013)
Uffe B. Kjaerulff, Anders L. Madsen
R3,648 R2,415 Discovery Miles 24 150 Save R1,233 (34%) Ships in 12 - 17 working days

"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. "

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Paperback, 2nd ed. 2013): Uffe B. Kjaerulff,... Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Paperback, 2nd ed. 2013)
Uffe B. Kjaerulff, Anders L. Madsen
R3,645 Discovery Miles 36 450 Ships in 10 - 15 working days

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.

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Paperback, Softcover reprint of hardcover 1st... Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (Paperback, Softcover reprint of hardcover 1st ed. 2008)
Uffe B. Kjaerulff, Anders L. Madsen
R2,778 Discovery Miles 27 780 Ships in 10 - 15 working days

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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