article Open AccessTop 1% cited

A Bayesian Method for the Induction of Probabilistic Networks from Data

Machine Learning · 1992 · Vol. 9(4) · pp. 309–347

Gregory F. Cooper✉(University of Pittsburgh)Edward H. Herskovits(Stanford University)

Bayesian Modeling and Causal Inference Data Management and Algorithms Data Mining Algorithms and ApplicationsComputer scienceBayesian networkProbabilistic logicArtificial intelligenceInferenceMachine learningFocus (optics)Missing dataLatent variableData mining

Funding

National Science Foundation
U.S. National Library of Medicine
Army Research Office

Citations

3,490

FWCI

44.96

field-weighted impact

References

106

Percentile

100%

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Citations per year

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References

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 3,933 citations

Classification and Regression Trees.

Biometrics · 1984 · 23,850 citations

Optimal Statistical Decisions.

Journal of the American Statistical Association · 1972 · 3,492 citations

Applied Multivariate Statistical Analysis.

Biometrics · 1988 · 11,426 citations

Induction of Decision Trees

Machine Learning · 1986 · 14,589 citations

Approximating discrete probability distributions with dependence trees

IEEE Transactions on Information Theory · 1968 · 2,618 citations

Classification and Regression Trees.

Journal of the American Statistical Association · 1986 · 21,013 citations

Induction of decision trees

Machine Learning · 1986 · 12,326 citations

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