Concepedia

Approaching Sentiment Analysis by using semi-supervised learning of multi-dimensional classifiers

Jonathan Ortigosa-Hernández, Juan Diego Rodríguez, Leandro Alzate, Manuel Lucania, Iñaki Inza, José A. Lozano

Neurocomputing · 2012 · 110 citations · 48 references

Open access

Concepts

ComputingComputer ScienceData ScienceMachine LearningNatural Language ProcessingText AnalyticsClassificationDimensionality ReductionOpinion MiningRepresentation LearningSemi-supervised LearningSentiment AnalysisPolarity ClassificationPolarity DetectionSemi-supervised ClassificationSemi-supervised Representation LearningSentiment ClassificationTextual Sentiment Analysis

References

48

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

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

Education, Data Science, Method Validation +9

Information theory and statistics

Journal of the Franklin Institute · 1959 · 7.2K citations

Natural Sciences, Computer Science, Mathematics +12

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan · 2002 · 7K citations · Full text

Computing, Computer Science, Machine Learning +16

Multitask Learning

Rich Caruana · Machine Learning · 1997 · 6.3K citations · Full text