EEG efficient classification of imagined right and left hand movement using RBF kernel SVM and the joint CWT_PCA.
Rihab BoussetaSalma TayebIssam El OuakouakMourad GharbiFakhita RegraguiMohamed Majid HimmiPublished in: AI Soc. (2018)
Keyphrases
- rbf kernel
- support vector
- svm classifier
- support vector machine svm
- support vector machine
- feature space
- radial basis function
- kernel function
- feature vectors
- eeg data
- principal component analysis
- eeg signals
- cross validation
- machine learning
- positive definite
- classification accuracy
- feature selection
- image classification
- feature extraction
- generalization ability
- pattern recognition
- hyperplane
- covariance matrix
- dimensionality reduction
- training set
- brain computer interface
- decision trees
- independent component analysis
- artificial neural networks
- input space
- principal components
- image processing
- reproducing kernel hilbert space
- kernel machines
- model selection
- high dimensional