Efficient Prediction and Classification of Epileptic Seizures Using EEG Data Based on Univariate Linear Features.
Syed Muhammad UsmanAli HassanPublished in: J. Comput. (2018)
Keyphrases
- eeg signals
- eeg data
- epileptic seizures
- linear features
- brain activity
- independent component analysis
- pattern recognition
- classification accuracy
- brain computer interface
- support vector machine
- signal processing
- single trial
- machine learning
- support vector machine svm
- training samples
- blind source separation
- extracted features
- ground truth
- high dimensional
- preprocessing
- training data
- feature extraction
- feature selection