Evolutionary structure learning algorithm for Bayesian network and penalized mutual information metric

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2001, Pages 615-616

  Li, Gang ^a   Tong, Fu ^b   Dai, Honghua ^a  

^a DEAKIN UNIVERSITY   (Australia)

^b SHANGHAI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 38149048748     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. Jordan, M.I. Learning in Graphical Models. MIT Press, 1999
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4. Schwarz, G. Estimating the Dimension of a Model. Annals of Statistics, 7(2):461-464, 1978
5. Larranaga, P. et al. Searching for the best ordering n the structure learning of Bayesian networks. IEEE Transactions on Systems, Man and Cybernetics, 26c(4)487-493, 1996 (Pubitemid 126784548)
6. Wong, M.L. Lam, W. and Leung, K.S. Using Evolutionary Computation and Minimum Description Length Principle for Data mining of Probabilistic Knowledge. IEEE Pattern Analysis and Machine Intelligence, 21(2), 174-178, 1999.
7. th International Conference on Machine learning (ICML'96), San Francisco: Morgan Kaufmann Publishers, 516-524, 1996