Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface.
Haider RazaDheeraj RatheeShang-Ming ZhouHubert CecottiGirijesh PrasadPublished in: CoRR (2018)
Keyphrases
- motor imagery
- ensemble learning
- brain computer interface
- covariate shift
- eeg signals
- generalization ability
- ensemble methods
- eeg data
- base classifiers
- non stationary
- concept drift
- model selection
- learning algorithm
- healthy subjects
- computer vision
- nearest neighbor
- blind source separation
- pattern recognition
- training and test data
- feature extraction