Classification Approach for Attention Assessment via Singular Spectrum Analysis Based on Single-Channel Electroencephalograms.
Weirong WuBingo Wing-Kuen LingRuilin LiZhengjia LinQing LiuJizhen ShaoCharlotte Yuk-Fan HoPublished in: Sensors (2023)
Keyphrases
- single channel
- pattern recognition
- multi channel
- machine learning
- singular spectrum analysis
- data preprocessing
- pattern classification
- feature extraction
- support vector machine
- feature vectors
- feature space
- support vector regression
- support vector
- motion estimation
- denoising
- signal processing
- support vector machine svm
- cross validation
- preprocessing