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Books Books 1 - 10 of about 12 related to Bayesian Networks and Decision Graphs.    

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

Uffe B. Kjærulff, Anders L. Madsen - Mathematics - 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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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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Learning in Graphical Models

Michael Irwin Jordan - Computers - 1998 - 634 pages
Graphical models, a marriage between probability theory and graph theory, provide a natural tool for dealing with two problems that occur throughout applied mathematics and ...
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Bayesian Artificial Intelligence, Second Edition

Kevin B. Korb, Ann E. Nicholson - Business & Economics - 2010 - 491 pages
Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of ...
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Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht ...

Linda C. van der Gaag, Ad J. Feelders - Computers - 2014 - 598 pages
This book constitutes the refereed proceedings of the 7th International Workshop on Probabilistic Graphical Models, PGM 2014, held in Utrecht, The Netherlands, in September ...
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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

Judea Pearl - Computers - 2014 - 552 pages
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning ...
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