عنوان
پدید آورنده
موضوع
رده
QA279.5 .R54 2008
QA279
.
5
.
R54
2008
کتابخانه
محل استقرار
1586038214
9781586038212
b517526
Approximation methods for efficient learning of Bayesian networks /
[Book]
Carsten Riggelsen
Washington, DC :
IOS Press,
[2008]
©2008
vii, 137 pages :
illustrations ;
25 cm
Frontiers in artificial intelligence and applications ;
Dissertations in artificial intelligence
v. 168
Includes bibliographical references (pages [133]-137)
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
Thesis (Ph.D.)--Utrecht University, 2006
Bayesian statistical decision theory
Machine learning
Neural networks (Computer science)
519
.
5/42
22
QA279
.
5
.
R54
2008
Riggelsen, Carsten
20100331095959.0
rda
مطالعه متن کتاب [Book]
Y
