A GA-based feature selection of the EEG signals by classification evaluation: Application in BCI systems.
Samira Vafay EslahiNader Jafarnia DabanlooKeivan MaghooliPublished in: CoRR (2019)
Keyphrases
- eeg signals
- brain computer interface
- motor imagery
- feature selection
- signal processing
- eeg data
- classification accuracy
- linear discriminant classifier
- healthy subjects
- text classification
- brain signals
- event related potentials
- machine learning
- classification models
- feature extraction
- support vector
- feature space
- discriminative features
- brain activity
- feature set
- support vector machine
- kernel density estimators
- pattern recognition
- feature vectors
- data streams
- extracted features
- feature selection algorithms
- single trial
- decision trees
- multiresolution
- genetic algorithm