by Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY
Name of Publisher, Distributor, etc.
Springer New York
Date of Publication, Distribution, etc.
1997
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(xiv, 605 pages 265 illustrations).
SERIES
Series Title
Monographs in computer science.
CONTENTS NOTE
Text of Note
Rule-based expert systems --;Probabilistic expert systems --;Some concepts of graphs --;Building probabalistic models --;Graphically specified models --;Extending graphically specified models --;Exact propagation in probabilistic network models --;Approximate propagation methods --;Symbolic propagation of evidence --;Learning Bayesian models --;Case studies.
SUMMARY OR ABSTRACT
Text of Note
Artificial intelligence and expert systems have seen a great deal of research in recent years, much of which has been devoted to methods for incorporating uncertainty into models. This book provides an up-to-date survey of this field for researchers and scientists.
TOPICAL NAME USED AS SUBJECT
Artificial intelligence.
Computer science.
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
76
.
E95
Book number
B946
1997
PERSONAL NAME - PRIMARY RESPONSIBILITY
by Enrique Castillo, José Manuel Gutiérrez, Ali S. Hadi.