Concepedia

Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines

Tarek Lajnef, Sahbi Chaibi, Perrine Ruby, Pierre‐Emmanuel Aguera, Jean‐Baptiste Eichenlaub, Mounir Samet, Abdennaceur Kachouri, Karim Jerbi

Journal of Neuroscience Methods · 2015 · 315 citations · 70 references

DOI

Concepts

References

70

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 31.8K citations · Full text

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

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A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.5K citations

, , +18

The American Academy of Sleep Medicine (AASM) Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications

Conrad Iber, Sonia Ancoli‐Israel, Andrew L. Chesson et al. · 2007 · 6.6K citations

, , +17