Sleep Stages Classification Using Spectral Based Statistical Moments as Features.
Eduardo Tiago BraunAlice J. KozakeviciusThiago Lopes Trugillo da SilveiraCesar Ramos RodriguesGiovani BarattoPublished in: RITA (2018)
Keyphrases
- statistical moments
- feature extraction
- classification accuracy
- feature vectors
- feature set
- classification models
- spectral features
- classification method
- extracted features
- feature space
- eeg signals
- svm classifier
- support vector machine
- pattern recognition
- support vector
- class labels
- sleep stage
- feature selection
- feature subset
- spatial domain
- multispectral
- training samples
- model selection
- machine learning