Classification of awake, REM, and NREM from EEG via singular spectrum analysis.
Sara Mahvash MohammadiShirin EnshaeifarMohammad GhavamiSaeid SaneiPublished in: EMBC (2015)
Keyphrases
- data preprocessing
- eeg signals
- decision trees
- pattern recognition
- machine learning
- feature extraction
- support vector
- classification models
- feature selection
- singular spectrum analysis
- support vector machine svm
- text classification
- signal processing
- support vector machine
- classification accuracy
- preprocessing
- eeg data
- data streams