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Books Books 1 - 10 of about 17 related to Bayesian Networks and Decision Graphs.   

Bayesian Networks and Decision Graphs

Thomas Dyhre Nielsen, FINN VERNER JENSEN - Mathematics - 2013 - 268 pages
Bayesian networks and decision graphs are formal graphical languages for representation and communication of decision scenarios requiring reasoning under uncertainty. Their ...
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Advances in Bayesian Networks

JosÚ A. Gßmez, Serafin Moral, Antonio Salmerˇn Cerdan - Mathematics - 2013 - 328 pages
In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as ...
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Probabilistic Networks and Expert Systems: Exact Computational Methods for ...

Robert G. Cowell - Computers - 2006 - 336 pages
Winner of the 2002 DeGroot Prize. Probabilistic expert systems are graphical networks that support the modelling of uncertainty and decisions in large complex domains, while ...
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Probabilistic Graphical Models: Principles and Applications

Luis Enrique Sucar - Computers - 2015 - 253 pages
This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for ...
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Innovations in Bayesian Networks: Theory and Applications

Dawn E. Holmes - Mathematics - 2008 - 322 pages
Bayesian networks currently provide one of the most rapidly growing areas of research in computer science and statistics. In compiling this volume we have brought together ...
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Uffe B. KjŠrulff, Anders L. Madsen - Computers - 2012 - 382 pages
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand ...
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Bayesian Networks and Influence Diagrams: A Guide to Construction and ...

Uffe B. KjŠrulff, Anders L. Madsen - Computers - 2007 - 336 pages
Probabilistic networks, also known as Bayesian networks and influence diagrams, have become one of the most promising technologies in the area of applied artificial ...
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Probabilistic Reasoning in Multiagent Systems: A Graphical Models Approach

Yang Xiang - Computers - 2002
This 2002 book investigates the opportunities in building intelligent decision support systems offered by multi-agent distributed probabilistic reasoning. Probabilistic ...
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