A Hybrid EEG Signals Classification Approach Based on Grey Wolf Optimizer Enhanced SVMs for Epileptic Detection.
Asmaa HamadEssam H. HousseinAboul Ella HassanienAly A. FahmyPublished in: AISI (2017)
Keyphrases
- eeg signals
- event related potentials
- signal processing
- epileptic seizures
- eeg data
- support vector
- motor imagery
- brain computer interface
- healthy subjects
- brain activity
- kernel density estimators
- fold cross validation
- linear discriminant classifier
- machine learning
- support vector machine
- feature selection
- generalization ability
- cost sensitive
- support vector machine svm
- electrical activity
- extracted features
- majority voting
- decision rules
- kernel function
- multi class
- brain signals
- image processing