Concepedia

Methods of constructing Bayesian networks based on scoring functions

Petro I. Bidyuk, A. N. Terent’ev

Cybernetics and Systems Analysis · 2008 · 10 citations · 11 references

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References

11

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

, , +14

Approximating discrete probability distributions with dependence trees

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

, , +6

A Bayesian method for the induction of probabilistic networks from data

Gregory F. Cooper, Edward H. Herskovits · Machine Learning · 1992 · 2.3K citations · Full text

, , +14

LEARNING BAYESIAN BELIEF NETWORKS: AN APPROACH BASED ON THE MDL PRINCIPLE

Wai Lam, Fahiem Bacchus · Computational Intelligence · 1994 · 773 citations

, , +13

Bucket elimination: A unifying framework for reasoning

Rina Dechter · Artificial Intelligence · 1999 · 593 citations

, , +11