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: Neurocomputing (2019)
Keyphrases
- motor imagery
- ensemble learning
- brain computer interface
- ensemble methods
- eeg signals
- covariate shift
- generalization ability
- unlabeled data
- random forest
- change detection
- base classifiers
- concept drift
- learning algorithm
- semi supervised learning
- pattern recognition
- eeg data
- information extraction
- prior knowledge
- data streams
- data mining
- neural network