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Books Books 1 - 10 of about 45 related to Bayesian Networks and Decision Graphs.    

Bayesian Networks and Influence Diagrams: A Guide to Construction and ...

Uffe B. Kjærulff, Anders L. Madsen - Computers - 2012 - 399 pages
In a second edition offering six new sections, new examples, tables, figures and more, this book shows how to understand, construct, and analyze intelligent systems for ...
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Bayesian Artificial Intelligence

Kevin B. Korb, Ann E. Nicholson - Computers - 2003 - 392 pages
As the power of Bayesian techniques has become more fully realized, the field of artificial intelligence has embraced Bayesian methodology and integrated it to the point where ...
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Learning in Graphical Models: [proceedings of the NATO Advanced Study ...

M.I. Jordan - Computers - 1998 - 630 pages
Proceedings of the NATO Advanced Study Institute, Ettore Maiorana Centre, Erice, Italy, September 27-October 7, 1996
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Expert Systems and Probabilistic Network Models

Enrique Castillo - Computers - 1997 - 605 pages
Artificial intelligence and expert systems have seen a great deal of research in recent years, much of which has been devoted to methods for incorporating uncertainty into ...
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Graphical Models: Representations for Learning, Reasoning and Data Mining

Christian Borgelt, Matthias Steinbrecher, Professor Dr Rudolf R Kruse - Mathematics - 2009 - 404 pages
Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning ...
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Graphical Models: Foundations of Neural Computation

Michael Irwin Jordan, Terrence Joseph Sejnowski - Computers - 2001 - 421 pages
This book exemplifies the interplay between the general formal framework of graphicalmodels and the exploration of new algorithm and architectures. The selections range ...
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