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IEICE Trans

Keyword : structure learning

A New Bayesian Network Structure Learning Algorithm Mechanism Based on the Decomposability of Scoring Functions
Guoliang LI Lining XING Zhongshan ZHANG Yingwu CHEN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/07/01
Vol. E100-A  No. 7 ; pp. 1541-1551
Type of Manuscript:  PAPER
Category: Graphs and Networks
Keyword: 
Bayesian network, structure learning, mutual information, the decomposability of score functions, binary particle swarm optimization, 
 Summary | Full Text:PDF
Structure Learning of Bayesian Networks Using Dual Genetic Algorithm
Jaehun LEE Wooyong CHUNG Euntai KIM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/01/01
Vol. E91-D  No. 1 ; pp. 32-43
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
Bayesian network, genetic algorithms, structure learning, dual chromosomes, 
 Summary | Full Text:PDF