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RECORD NUMBER: 175 OF 334

OLS Field Name OLS Field Data
Main Title Learning Bayesian networks /
Author Neapolitan, Richard E.
Publisher Pearson Prentice Hall,
Year Published 2004
OCLC Number 52534097
ISBN 0130125342; 9780130125347
Subjects Bayesian statistical decision theory. ; Machine learning. ; Neural networks (Computer science) ; Kunstmatige intelligentie. ; Methode van Bayes. ; Inferãencia bayesiana (inferãencia estatâistica) ; Aprendizado computacional. ; Redes neurais.
Holdings
Library Call Number Additional Info Location Last
Modified
Checkout
Status
EKCM  QA279.5.N436 2004 NHEERL/GED Library/Gulf Breeze,FL 03/28/2011
ELDM  QA279.5.N436 2004 NHEERL/MED Library/Duluth,MN 04/22/2005
Collation xv, 674 p. : ill. ; 24 cm.
Notes
Includes bibliographical references (p. 647-666) and index.
Contents Notes
Basics. Introduction to Bayesian networks ; More DAG/Probability relationships -- Interface. Inference : discrete variables ; More inference algorithms ; Influence diagrams -- Learning. Parameter learning : binary variables ; More parameter learning ; Bayesian structure learning ; Approximate Bayesian structure learning ; Constraint-based learning ; More structure learning -- Applications.