EEG signals analysis for epileptic seizures detection using polynomial transforms, linear discriminant analysis and support vector machines.
Laurent Chanel Djoufack NkengfackDaniel TchiotsopRomain AtanganaValérie Louis-DorrDidier WolfPublished in: Biomed. Signal Process. Control. (2020)
Keyphrases
- linear discriminant analysis
- support vector
- eeg signals
- epileptic seizures
- discriminant analysis
- face recognition
- principal component analysis
- feature extraction
- small sample size
- dimension reduction
- dimensionality reduction
- feature selection
- high dimensional data
- subspace analysis
- data sets
- sparse representation
- model selection
- input data
- multi class
- brain computer interface
- classification accuracy
- discriminative information
- feature space
- fisher criterion