عنوان
پدید آورنده
موضوع
رده
QA 279.5 .K67 2009
QA
279
.
5
.
K67
2009
کتابخانه
محل استقرار
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
English
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bayesian networks: an introduction
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Chichester, West Sussex, UK
Name of Publisher, Distributor, etc.
Wiley
Date of Publication, Distribution, etc.
c2009
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
viii, 347 p.: ill.; 25 cm
SERIES
Other Title Information
Wiley series in probability and statistics
GENERAL NOTES
Text of Note
Includes bibliographical references )p. ]335[-341( and index
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
Text of Note
Timo Koski, John M. Noble
ORIGINAL VERSION NOTE
Text of Note
1
CONTENTS NOTE
Text of Note
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
TOPICAL NAME USED AS SUBJECT
Entry Element
، Bayesian statistical decision theory
Entry Element
، Neural networks )Computer science(
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5/42
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA
279
.
5
.
K67
2009
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Koski, Timo.
Relator Code
AU
AU Noble, John M
TI
SE
