Automatic Sleep-Arousal Detection with Single-Lead EEG Using Stacking Ensemble Learning.
Ying-Ren ChienCheng-Hsuan WuHen-Wai TsaoPublished in: Sensors (2021)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- random forest
- eeg signals
- concept drift
- base classifiers
- multiple classifiers
- sleep stage
- neural network
- ensemble classifier
- individual classifiers
- mutual subspace method
- support vector machine svm
- multi class
- prior knowledge
- pairwise
- support vector
- feature selection
- data mining
- data sets
- obstructive sleep apnea