Learning to construct knowledge bases from the World Wide Web

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

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

A comparison of event models for naive bayes text classification

Andrew McCallum, Kamal Nigam · 1998 · 3.2K citations

Computing, Computer Science, Computational Linguistics +16

On the Optimality of the Simple Bayesian Classifier under Zero-One Loss

Pedro Domingos, Michael J. Pazzani · Machine Learning · 1997 · 3.1K citations · Full text

Computing, Computer Science, Mathematics +14

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