Time-frequency Features for sEMG Signals Classification.
Somar KarheilyAli MoukademJean-Baptiste CourbotDjaffar Ould AbdeslamPublished in: BIOSIGNALS (2020)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- feature set
- classification process
- classification models
- classification method
- feature space
- extracted features
- svm classifier
- class labels
- signal processing
- eeg signals
- feature values
- classification scheme
- text classification
- image features
- pattern recognition
- feature maps
- support vector machine
- feature extraction and classification
- feature analysis
- features extraction
- gender classification
- irrelevant features
- discriminative features
- feature representation
- feature weights
- classification algorithm
- signal analysis
- image classification
- support vector
- feature selection
- extracting features
- pattern classification
- feature reduction
- hilbert transform
- machine learning
- training set
- roc curve
- frequency domain
- support vector machine svm
- multi class
- spectral features
- decision trees
- acoustic signals