Cover image for Advances in probabilistics graphical models
Title:
Advances in probabilistics graphical models
Series:
Studies in fuzziness and soft computing ; 213
Publication Information:
New York, NY : Springer, 2007
ISBN:
9783540689942
General Note:
Available online version
Electronic Access:
Fulltext

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30000010133237 QA279.5 A38 2007 Open Access Book Book
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Summary

Summary

This book brings together important topics of current research in probabilistic graphical modeling, learning from data and probabilistic inference. Coverage includes such topics as the characterization of conditional independence, the learning of graphical models with latent variables, and extensions to the influence diagram formalism as well as important application fields, such as the control of vehicles, bioinformatics and medicine.