Concepedia

An evaluation of machine-learning methods for predicting pneumonia mortality

Gregory Cooper, Constantin Aliferis, Richard Ambrosino, John M. Aronis, Bruce G. Buchanan, Richard A. Caruana, Michael J. Fine, Clark Glymour, Geoffrey J. Gordon, Barbara H. Hanusa,

Artificial Intelligence in Medicine · 1997 · 215 citations · 13 references

Concepts

ComputingHealth InformaticsInfectious DiseasesClinical Decision SupportMachine LearningStatistical LearningDisease ModelingMortality AnalysisMortality ModelingPredictive Health ModelingRisk PredictionSupport Vector MachinesMachine Learning AnalyticsMachine Learning For DiagnosisMachine Learning For HealthcareMachine Learning Prediction ModelsMortality Prediction

References

13

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

Computing, Computer Science, Knowledge Representation +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

Computing, Computer Science, Mathematics +14

Hierarchical Mixtures of Experts and the EM Algorithm

Michael I. Jordan, Robert A. Jacobs · Neural Computation · 1994 · 2.6K citations

Computing, Computer Science, Artificial Intelligence +14

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

Computing, Computer Science, Mathematics +14

An analysis of Bayesian classifiers

Pat Langley, and Wayne Iba, Kevin Thompson · 1992 · 1.1K citations

Computing, Computer Science, Artificial Intelligence +16