Bayesian networks for data mining

Data Mining and Knowledge Discovery

Volumn 1, Issue 1, 1997, Pages 79-119

  Heckerman, David ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

Bayesian networks; Bayesian statistics; Causal discovery; Classification; Clustering; Learning; Missing data; Regression

Indexed keywords

EID: 4344578226     PISSN: 13845810     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009730122752     Document Type: Article

References (3)

1. Aliferis, C. and Cooper, G. 1994. An evaluation of an algorithm for inductive learning of Bayesian belief networks using simulated data sets. In Proceedings of Tenth Conference on Uncertainty in Artificial Intelligence. Seattle, WA: Morgan Kaufmann, pp. 8-14.
2. Badsberg, J. 1992. Model search in contingency tables by CoCo. In Computational Statistics, Y. Dodge and J. Wittaker (Eds.). Physica Verlag, Heidelberg, pp. 251-256.
3. Becker, S. and LeCun, Y. 1989. Improving the convergence of back-propagation learning with second order methods. In Proceedings of the 1988 Connectionist Models Summer School, Morgan Kaufmann, pp. 29-37.