Ensemble Usage for Classification of EEG Signals A Review with Comparison.
Zaib UnnisaSultan ZiaUmair Muneer ButtSukumar LetchmunanSadaf IlyasPublished in: HCI (16) (2020)
Keyphrases
- eeg signals
- motor imagery
- signal processing
- final classification
- brain computer interface
- healthy subjects
- neural network
- decision trees
- training set
- extracted features
- brain activity
- classification accuracy
- eeg data
- feature extraction
- kernel density estimators
- machine learning
- linear discriminant classifier
- multiple classifiers
- fold cross validation
- pattern classification
- multi class
- support vector
- random forest
- class labels
- image classification
- support vector machine
- feature space
- training data
- electrical activity
- image processing
- feature selection