MCA Based Epilepsy EEG Classification Using Time Frequency Domain Features.
Arindam Gajendra MahapatraBalbir SinghKeiichi HorioHiroaki WagatsumaPublished in: EMBC (2018)
Keyphrases
- eeg signals
- signal processing
- feature vectors
- feature set
- classification method
- feature extraction
- eeg data
- classification accuracy
- feature space
- extracted features
- healthy subjects
- classification process
- brain computer interface
- classification models
- support vector machine svm
- feature analysis
- class labels
- motor imagery
- spectral features
- pattern recognition
- feature subset
- svm classifier
- feature selection
- decision trees
- features extraction
- domain specific
- feature values
- machine learning
- brain activity
- extracting features
- discriminative features
- text classification
- feature representation
- feature selection algorithms
- active learning
- gender classification
- image classification
- textural features
- feature weights
- benchmark datasets
- physiological signals
- false positives