Incremental learning of bayesian networks with hidden variables

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2001, Pages 651-652

  Tian, Fengzhan ^a   Zhang, Hongwei ^a   Lu, Yuchang ^a   Shi, Chunyi ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 38049108016     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. Buntine, W.: Theory refinement on Bayesian networks. In UAI '91.
2. Fengzhan Tian, Yuchang Lu, Chunyi Shi.: Learning Bayesian Networks With Hidden Variables Using the Combination of EM and Evolutionary Algorithm". In PAKDD 2001, Aril 2001, pp568-574
3. Friedman, N., Goldszmidt, M.: Sequential update of Bayesian network structure. In Proc. 13th Conf. on Uncertainty in Artificial Intelligence, 1997
4. Heckerman, D.: A tutorial on learning Bayesian network. Technical Report MSR-TR-95-06, Microsoft research (1995)
5. Lam, W., Bacchus, F.: Learning Bayesian belief networks: An approach based on the MDL principle. Computational Intelligence 10 (1994) 269-293
6. Lam, W., Bacchus, F.: Using new data to refine a Bayesian network. In UAI '94.
7. Spiegelhalter, D. J., Lauritzen, S. L.: Sequential updating of conditional probabilities on directed graphical structures. Networks, 20, 1990.