Real-Time Epileptic Seizure Detection from EEG Signals via Random Subspace Ensemble Learning.
Mohammad-Parsa HosseiniAbolfazl HajisamiDario PompiliPublished in: ICAC (2016)
Keyphrases
- epileptic seizures
- ensemble learning
- random subspace
- eeg signals
- random forest
- ensemble methods
- classifier fusion
- generalization ability
- brain activity
- subspace methods
- signal processing
- base classifiers
- ensemble classifier
- brain computer interface
- nearest neighbor classifiers
- base learners
- individual classifiers
- fusion methods
- data sets
- prediction accuracy
- unlabeled data
- neural network
- extracted features
- machine learning methods