Classification of seizure and non-seizure EEG signals based on EMD-TQWT method.
Vipin GuptaAbhijit BhattacharyyaRam Bilas PachoriPublished in: DSP (2017)
Keyphrases
- eeg signals
- classification method
- empirical mode decomposition
- classification accuracy
- support vector machine svm
- eeg data
- machine learning
- preprocessing
- extracted features
- cross validation
- distance measure
- machine learning methods
- training set
- classification process
- classification rate
- pattern classification
- similarity measure
- classification algorithm
- signal processing
- support vector machine
- feature space
- decision rules
- pattern recognition
- training samples
- feature extraction
- regression method
- face recognition
- decision trees