Classification of EEG signals to detect alcoholism using machine learning techniques.
Jardel das C. RodriguesPedro Pedrosa Rebouças FilhoEugenio Peixoto JrArunkumar N.Victor Hugo C. de AlbuquerquePublished in: Pattern Recognit. Lett. (2019)
Keyphrases
- eeg signals
- motor imagery
- signal processing
- kernel density estimators
- eeg data
- brain activity
- classification accuracy
- brain computer interface
- classification method
- linear discriminant classifier
- detection method
- detection algorithm
- support vector machine svm
- pattern classification
- image classification
- healthy subjects
- pattern recognition
- electrical activity
- brain signals
- support vector
- feature selection
- extracted features
- text classification
- fold cross validation
- training set
- feature space
- image processing