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On Decision Trees for (1,2)-Bayesian Networks.

Authors :
Moshkov, Mikhail Ju.
Source :
Fundamenta Informaticae. Mar2002, Vol. 50 Issue 1, p57. 20p.
Publication Year :
2002

Abstract

Presents a study that investigated the time complexity of decision trees which compute values of all observable variables from Bayesian networks (BN). Decision trees for BN; Decomposition of an arbitrary BN with finite variables; Analysis of monotone increasing and monotone decreasing BN.

Subjects

Subjects :
*DECISION trees
*BAYESIAN analysis

Details

Language :
English
ISSN :
01692968
Volume :
50
Issue :
1
Database :
Academic Search Index
Journal :
Fundamenta Informaticae
Publication Type :
Academic Journal
Accession number :
6708746