Patient-Aware EEG-Based Feature and Classifier Selection for e-Health Epileptic Seizure Prediction.
Mohammad H. NassrallaMortada HaidarHussein AlawiehAhmad M. El-HajjZaher DawyPublished in: GLOBECOM (2018)
Keyphrases
- epileptic seizures
- selection scheme
- selection criterion
- feature set
- eeg signals
- prediction accuracy
- learning algorithm
- input features
- brain activity
- sequential forward selection
- feature selection
- feature subset
- selecting features
- selection algorithm
- feature space
- decision trees
- training data
- heart rate
- feature values
- support vector
- machine learning
- decision making
- feature extraction
- training set
- feature vectors
- extracted features
- medical data
- human brain
- ground truth