The Classification Method of EEG Motor Imagery Based on INFO-LSSVM.
Xinrong WangAbdelkader Nasreddine BelkacemPenghai LiZufeng ZhangJun LiangDongdong DuChao ChenPublished in: ICCPR (2022)
Keyphrases
- classification method
- motor imagery
- ls svm
- support vector machine
- least squares support vector machine
- brain computer interface
- least squares
- eeg signals
- support vector machine svm
- knn
- k nearest neighbor
- text classification
- variable selection
- classification algorithm
- eeg data
- generalization ability
- improved algorithm
- cross validation
- svm classifier
- input variables
- healthy subjects
- prediction model
- rbf neural network
- correlation coefficient
- radial basis function
- signal processing
- pattern recognition
- support vector
- machine learning
- spinal cord injury
- feature space
- clustering algorithm
- nearest neighbor
- data analysis
- training data
- image processing
- information retrieval
- neural network
- data sets