Evolutionary semi-supervised fuzzy clustering

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

A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters

J. C. Dunn · Journal of Cybernetics · 1973 · 6.5K citations

Computing, Computer Science, Data Mining +4

Combining labeled and unlabeled data with co-training

Avrim Blum, Tom M. Mitchell · 1998 · 5.6K citations · Full text

Computing, Computer Science, Knowledge Representation +6

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11

Text Classification from Labeled and Unlabeled Documents using EM

Kamal Nigam, Andrew Kachites McCallum, Sebastian Thrun et al. · Machine Learning · 2000 · 2.7K citations · Full text

Computing, Computer Science, Machine Learning +9