Detecting Epileptic Seizures in EEG Signals with Complementary Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting.
Jiang WuTengfei ZhouTaiyong LiPublished in: Entropy (2020)
Keyphrases
- eeg signals
- empirical mode decomposition
- gradient boosting
- epileptic seizures
- base learners
- loss function
- signal processing
- brain computer interface
- ensemble methods
- ensemble learning
- brain activity
- base classifiers
- training set
- neural network
- random forests
- eeg data
- random forest
- feature selection
- regression problems
- training data