Classifying Electroencephalogram (EEG) Signals Using BAT-SVM Classifier for Detecting Epilepsy.
Manal M. TantawiAya NaserHowida A. ShedeedMohamed Fahmy TolbaPublished in: Int. J. Serv. Sci. Manag. Eng. Technol. (2021)
Keyphrases
- eeg signals
- svm classifier
- linear discriminant classifier
- support vector machine
- support vector machine svm
- fold cross validation
- support vector
- image classification
- signal processing
- brain computer interface
- principle component analysis
- healthy subjects
- feature vectors
- support vectors
- brain activity
- motor imagery
- kernel function
- electrical activity
- semi supervised
- training set
- brain signals
- event related potentials
- decision function
- hyperplane
- eeg data
- svm classification
- selected features
- informative features
- ls svm
- adaboost classifier
- kernel density estimators
- support vector machine classifier
- neural network
- k nearest neighbor
- decision trees
- image processing
- feature selection
- machine learning
- data mining