عنوان
پدید آورنده
موضوع
رده
QA 279.5 .K675 2009
QA
279
.
5
.
K675
2009
کتابخانه
محل استقرار
NATIONAL BIBLIOGRAPHY NUMBER
Number
02BL17343
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bayesian networks an introduction
First Statement of Responsibility
Timo Koski, John M. Noble.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Chichester, West Sussex, UK
Name of Publisher, Distributor, etc.
Wiley
Date of Publication, Distribution, etc.
2009
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
viii, 347 p. ill. 25 cm
SERIES
Series Title
Wiley series in probability and statistics
NOTES PERTAINING TO TITLE AND STATEMENT OF RESPONSIBILITY
Text of Note
an introduction
TOPICAL NAME USED AS SUBJECT
Entry Element
Bayesian statistical decision theory
Entry Element
Neural networks )Computer science(
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA
Book number
279
.
5
Classification Record Number
.
K675
2009
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Koski, Timo
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Entry Element
Includes bibliographical references )p. ]335[-341( and index.
Entry Element
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
PERSONAL NAME - SECONDARY RESPONSIBILITY
Entry Element
Noble, John M
