Probabilistic networks and expert systems
by Robert G. Cowell, A.Philip Dawid, Steffen L. Lauritzen, and David J. Spiegelhalter
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"Probabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors over a number of years, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms, emphasizing those cases in which exact answers are obtainable."--BOOK JACKET.
"The book will be of interest to researchers and graduate students in artificial intelligence who desire an understanding of the mathematical and statistical basis of probabilistic expert systems, and to students and research workers in statistics wanting an introduction to this fascinating and rapidly developing field.
The careful attention to detail will also make this work an important reference source for all those involved in the theory and applications of probabilistic expert systems."--BOOK JACKET.
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| Edition | Availability |
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1
Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks
2006, Springer London, Limited
in English
0387226303 9780387226309
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2
Probabilistic Networks and Expert Systems (Information Science and Statistics)
May 20, 2003, Springer
in English
0387987673 9780387987675
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3
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Book Details
Edition Notes
Includes bibliographical references (p. [281]-305) and indexes.
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| July 16, 2024 | Edited by MARC Bot | import existing book |
| February 26, 2022 | Edited by ImportBot | import existing book |
| July 30, 2019 | Edited by MARC Bot | associate edition with work OL18302418W |
| February 5, 2019 | Created by MARC Bot | import existing book |