A hybrid methodology for learning belief networks: BENEDICT

On Information and Sufficiency

S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 20K citations · Full text

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A Bayesian Method for the Induction of Probabilistic Networks from Data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 3.5K citations · Full text

Computing, Computer Science, Mathematics +14

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

David Heckerman, Dan Geiger, David M. Chickering · Machine Learning · 1995 · 3.2K citations · Full text

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Advances in knowledge discovery and data mining

Computers & Mathematics with Applications · 1996 · 3K citations

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Approximating discrete probability distributions with dependence trees

Chee Lap Chow, C. Liu · IEEE Transactions on Information Theory · 1968 · 2.6K citations

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