Automated diagnosis of epilepsy from EEG signals using ensemble learning approach.
Enas W. AbdulhayElamaran VellaiappanM. ChandrasekarV. S. BalajiKumaravelu NarasimhanPublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- eeg signals
- ensemble learning
- generalization ability
- ensemble methods
- brain computer interface
- signal processing
- random forest
- healthy subjects
- brain activity
- ensemble classifier
- fault diagnosis
- electrical activity
- base classifiers
- extracted features
- eeg data
- data streams
- mutual subspace method
- concept drift
- data sets
- decision trees
- feature selection