Concepedia

Learning accurate and concise naïve Bayes classifiers from attribute value taxonomies and data

J. Zhang, Dae-Ki Kang, Adrian Silvescu, Vasant Honavar

Knowledge and Information Systems · 2005 · 55 citations · 41 references

Open access

Concepts

ComputingComputer ScienceData ScienceData AnalyticsData MiningMachine LearningBayesian InferenceBayesian LearningClassificationData PreprocessingProbabilistic Machine LearningTaxonomyBayesian ClassificationBayesian ClassifiersClassification Accuracy MetricsNaive BayesNaive Bayes Classification

References

41

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

Public Health, Biostatistics, Bayesian Data Analysis +16

Gene Ontology: tool for the unification of biology

Michael Ashburner, Catherine A. Ball, Judith A. Blake et al. · Nature Genetics · 2000 · 44.6K citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +9

The Semantic Web

Tim Berners‐Lee, James Hendler, Ora Lassila · Scientific American · 2001 · 8.5K citations

Modeling by shortest data description

J. Rissanen · Automatica · 1978 · 6K citations

Computing, Computer Science, Algorithms +7

Bayesian Network Classifiers

Nir Friedman, Dan Geiger, Moisés Goldszmidt · Machine Learning · 1997 · 4.7K citations · Full text