Bayes classification of snoring subjects with and without Sleep Apnea Hypopnea Syndrome, using a Kernel method.
Jordi Solà-SolerJosé Antonio FizJosé MoreraRaimon JanéPublished in: EMBC (2011)
Keyphrases
- kernel methods
- apnea hypopnea
- sleep apnea
- obstructive sleep apnea
- bayes classification
- sleep stage
- kernel function
- support vector
- learning problems
- machine learning
- feature space
- kernel matrix
- learning tasks
- physiological parameters
- support vector machine
- reproducing kernel hilbert space
- reproducing kernel
- automatic analysis
- anytime classification
- decision trees