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" Advances in Bayesian networks "
José A. Gámez, Serafín Moral, Antonio Salmerón (eds.).
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BL
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| Record Number
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746050
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| Doc. No
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b565999
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| Main Entry
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José A. Gámez, Serafín Moral, Antonio Salmerón (eds.).
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| Title & Author
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Advances in Bayesian networks\ José A. Gámez, Serafín Moral, Antonio Salmerón (eds.).
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| Publication Statement
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Berlin : Springer, [, 2010] ©2010
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| Series Statement
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Studies in fuzziness and soft computing, volume 146.
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(xi, 328 pages) : illustrations, maps
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| ISBN
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3540398791
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: 9783540398790
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| Contents
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Foundations --; Propagation --; Influence diagrams --; Learning --; Applications.
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| Abstract
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Includes the most recent advances in the area of probabilistic graphical models such as decision graphs, learning from data and inference. Presents specific topics such as approximate propagation, abductive inferences, decision graphs and applications of influence -- Back cover.
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| Subject
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Bayesian statistical decision theory -- Data processing.
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Machine learning.
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Neural networks (Computer science)
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| LC Classification
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QA279.5J674 9999
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| Added Entry
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Antonio Salmerón
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José A Gámez
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Serafín Moral
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