An automatic method using MFCC features for sleep stage classification.
Wei PeiYan LiPeng WenFuwen YangXiaopeng JiPublished in: Brain Informatics (2024)
Keyphrases
- classification method
- feature set
- classification accuracy
- classification process
- feature extraction
- feature vectors
- machine learning methods
- classification algorithm
- features extraction
- extracted features
- sleep stage
- feature representation
- classification scheme
- pattern recognition
- machine learning
- informative features
- feature selection
- discriminative features
- feature space
- training set
- support vector machine
- fully automatic
- support vector machine svm
- cross validation
- input features
- irrelevant features
- personal identification
- training samples
- discriminating features
- svm classifier