Ensemble of SVMs for Improving Brain Computer Interface P300 Speller Performances.
Alain RakotomamonjyVincent GuigueGregory MalletVictor AlvaradoPublished in: ICANN (1) (2005)
Keyphrases
- brain computer interface
- motor imagery
- support vector
- event related potentials
- feature selection
- training set
- signal processing
- eeg signals
- healthy subjects
- majority voting
- ensemble learning
- event related
- training data
- neural network
- generalization ability
- ensemble methods
- brain activity
- computer screen
- kernel function
- multi class
- machine learning
- brain signals
- base classifiers
- support vector machine svm
- information processing
- feature ranking
- support vector machine
- eeg data
- decision trees
- hidden markov models
- active learning
- data analysis