Item description for Advances in Bayesian Networks (Studies in Fuzziness and Soft Computing) by Jose A. Gamez, Serafin Moral & Antonio Salmeron...
In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as artificial intelligence and statistics. This carefully edited monograph is a compendium of the most recent advances in the area of probabilistic graphical models such as decision graphs, learning from data and inference. It presents a survey of the state of the art of specific topics of recent interest of Bayesian Networks, including approximate propagation, abductive inferences, decision graphs, and applications of influence. In addition, Advances in Bayesian Networks presents a careful selection of applications of probabilistic graphical models to various fields such as speech recognition, meteorology or information retrieval.
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Est. Packaging Dimensions: Length: 0.75" Width: 6.25" Height: 9.25" Weight: 1.4 lbs.
Release Date Apr 14, 2004
ISBN 3540208763 ISBN13 9783540208761
Availability 133 units. Availability accurate as of Mar 29, 2017 07:00.
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