عنوان
پدید آورنده
موضوع
رده
QA279.5 .R54 2008
QA279
.
5
.
R54
2008
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1586038214
(Number (ISBN
9781586038212
NATIONAL BIBLIOGRAPHY NUMBER
Number
b517526
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Approximation methods for efficient learning of Bayesian networks /
General Material Designation
[Book]
First Statement of Responsibility
Carsten Riggelsen
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Washington, DC :
Name of Publisher, Distributor, etc.
IOS Press,
Date of Publication, Distribution, etc.
[2008]
Date of Publication, Distribution, etc.
©2008
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
vii, 137 pages :
Other Physical Details
illustrations ;
Dimensions
25 cm
SERIES
Series Title
Frontiers in artificial intelligence and applications ;
Series Title
Dissertations in artificial intelligence
ISSN of Series
v. 168
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages [133]-137)
CONTENTS NOTE
Text of Note
Random variables and conditional independence -- Graph theory -- Markov properties -- Bayesian networks -- Bayesian network specification -- Learning Bayesian networks from data -- Learning parameters -- Learning models -- Monte Carlo methods -- Markov chain Monte Carlo : MCMC -- Learning models via MCMC -- Learning from incomplete data -- Principled iterative methods -- Ad-hoc and heuristic methods
0
DISSERTATION (THESIS) NOTE
Text of Note
Thesis (Ph.D.)--Utrecht University, 2006
TOPICAL NAME USED AS SUBJECT
Bayesian statistical decision theory
Machine learning
Neural networks (Computer science)
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5/42
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
.
5
Book number
.
R54
2008
PERSONAL NAME - PRIMARY RESPONSIBILITY
Riggelsen, Carsten
ORIGINATING SOURCE
Date of Transaction
20100331095959.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
