OLS : Record


Main Title Bayesian networks : an introduction /
Author Koski, Timo.
Publisher Wiley,
Place Published Chichester, West Sussex, UK
Year Published 2009
OCLC Number 320800286
Subject Added Ent Bayesian statistical decision theory.; Neural networks (Computer science); Bayes-Netz.
Library   Call Number Additional Info Location Date Modified
EKCM QA279.5.K675 2009 NHEERL/GED Library/Gulf Breeze,FL 04/04/2011
Collation viii, 347 p. : ill. ; 25 cm.
Notes Includes bibliographical references (p. [335]-341) and index.
Contents Notes Graphical models and probabilistic reasoning -- Conditional independence, graphs and d-separation -- Evidence, sufficiency and Monte Carlo methods -- Decomposable graphs and chain graphs -- Learning the conditional probability potentials -- Learning the graph structure -- Parameters and sensitivity -- Graphical models and exponential families -- Causality and intervention calculus -- The junction tree and probability updating -- Factor graphs and the sum product algorithm.
Author Added Ent
Noble, John M.
Title Ser Add Ent Wiley series in probability and statistics.
PUB Date Free Form 2009
Series Title Untraced Wiley series in probability and statistics
BIB Level m
LCCN 2009031404
OCLC TAG 19s 423590207
ISBN 9780470743041 (hbk.); 0470743042 (hbk.)
OCLC Time Stamp 20110328164439
Cataloging Source OCLC/T
Language eng
Origin OCLC
Type CAT
OCLC Rec Leader 02055cam 2200517 a 45020