Multiscale Hjorth Descriptor on Epileptic EEG Classification.
Achmad RizalSugondo HadiyosoSuci AuliaInung Wijayanto TriwiyantoZiani SaidPublished in: J. Electr. Comput. Eng. (2023)
Keyphrases
- eeg signals
- multiscale
- eeg data
- motor imagery
- brain computer interface
- brain activity
- decision trees
- feature extraction
- classification accuracy
- feature selection
- signal processing
- feature vectors
- classification method
- classification algorithm
- model selection
- text classification
- image classification
- wavelet transform
- pattern recognition
- highly discriminative
- pattern classification
- local binary pattern
- affine invariant
- automatic classification
- classification scheme
- single trial
- sleep stage
- epileptic seizures
- healthy subjects
- feature representation
- keypoints
- class labels
- edge detection
- supervised learning
- support vector machine
- training set
- support vector
- training data