SVM based Classification Of sEMG Signals using Time Domain Features for the Applications towards Arm Exoskeletons.
Nagaswathi AmancherlaAnish C. TurlapatyBalakrishna GokarajuPublished in: AIR (2019)
Keyphrases
- svm classifier
- classification accuracy
- feature vectors
- feature set
- feature extraction
- feature space
- classification process
- support vector machine svm
- support vector
- eeg signals
- support vector machine
- classification method
- classification models
- extracted features
- svm classification
- pattern recognition
- feature analysis
- class labels
- extracting features
- signal processing
- feature construction
- benchmark datasets
- image classification
- gender classification
- irrelevant features
- feature extraction and classification
- high dimensionality
- frequency domain
- machine learning
- text classification
- active learning
- training set
- training data
- decision trees
- decision tree classifiers
- physiological signals
- feature weights
- features extraction
- terms of classification accuracy
- acoustic signals
- feature ranking
- discriminative features
- feature values
- feature representation
- classification scheme
- feature selection algorithms
- pattern classification
- subband