A channel selection method for EEG classification in emotion assessment based on synchronization likelihood.
Karim Ansari-AslGuillaume ChanelThierry PunPublished in: EUSIPCO (2007)
Keyphrases
- classification method
- classification accuracy
- preprocessing
- training samples
- support vector machine svm
- accuracy rate
- pattern recognition
- classification scheme
- cross validation
- clustering method
- high accuracy
- support vector machine
- classification algorithm
- classification process
- decision rules
- machine learning methods
- classification procedure
- feature set
- significant improvement
- feature space
- computational complexity
- segmentation method
- feature vectors
- classification rate
- objective function
- similarity measure
- neural network