Text Classification from Labeled and Unlabeled Documents using EM

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

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 EM Algorithm and Extensions

Debashis Kushary, Geoffrey J. McLachlan, Thriyambakam Krishnan · Technometrics · 1998 · 5.1K citations

Natural Sciences, Biostatistics, Mathematics +16

A Comparative Study on Feature Selection in Text Categorization

Yiming Yang, Jan Pedersen · 1997 · 4.8K citations

Computing, Computer Science, Feature Engineering +15

Data mining and knowledge discovery: making sense out of data

U.M. Feyyad · IEEE Expert · 1996 · 4.7K citations

Computing, Computer Science, Information Technology +12