Model Selection Criteria for Learning Belief Nets: An Empirical Comparison
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[1] Gregory F. Cooper,et al. A Bayesian Method for the Induction of Probabilistic Networks from Data , 1992 .
[2] Nir Friedman,et al. Learning Bayesian Networks with Local Structure , 1996, UAI.
[3] Nir Friedman,et al. On the Sample Complexity of Learning Bayesian Networks , 1996, UAI.
[4] Joe Suzuki,et al. Learning Bayesian Belief Networks Based on the Minimum Description Length Principle: An Efficient Algorithm Using the B & B Technique , 1996, ICML.