Classification of electroencephalogram signals with combined time and frequency features.
Zafer IscanZümray DokurTamer DemiralpPublished in: Expert Syst. Appl. (2011)
Keyphrases
- eeg signals
- feature extraction
- feature vectors
- classification accuracy
- feature set
- feature space
- classification method
- signal processing
- classification models
- extracted features
- classification process
- svm classifier
- benchmark datasets
- feature analysis
- extracting features
- class labels
- decision trees
- spectrum analysis
- discriminative features
- feature representation
- textural features
- text classification
- supervised learning
- feature reduction
- training data
- bandpass
- high dimensionality
- feature values
- pattern recognition
- support vector
- knn
- machine learning
- healthy subjects
- learning algorithm
- brain computer interface
- image classification
- low frequency
- training samples
- pattern classification
- independent component analysis