Concepedia

Semi-Supervised Logistic Regression

Massih-Reza Amini, Patrick Gallinari

HAL (Le Centre pour la Communication Scientifique Directe) · 2002 · 62 citations · 12 references

Concepts

ComputingComputer ScienceComputational LinguisticsMachine LearningNatural Language ProcessingClassificationPattern RecognitionSemi-supervised LearningSupervised LearningExpectation-maximizationExpectation-maximization AlgorithmGenerative Semi-supervised LearningSemi-supervised ClassificationSemi-supervised ModelsSemi-supervised Regression

Abstract

International audience

References

12

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

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

Discriminant Analysis and Statistical Pattern Recognition.

Douglas M. Hawkins, Geoffrey J. McLachlan · Journal of the American Statistical Association · 1993 · 2.7K citations

Computing, Computer Science, Feature Engineering +14

A trainable document summarizer

Julian Kupiec, Jan Pedersen, Francine Chen · 1995 · 1.3K citations · Full text

Computing, Computer Science, Computational Linguistics +10

Unsupervised Models for Named Entity Classification

Michael Collins, Yoram Singer · 1999 · 817 citations

Computing, Computer Science, Computational Linguistics +12