EMG Signal Feature Extraction, Normalization and Classification for Pain and Normal Muscles Using Genetic Algorithm and Support Vector Machine.
Reema JainVijay Kumar GargPublished in: Rev. d'Intelligence Artif. (2020)
Keyphrases
- support vector machine
- feature extraction
- support vector machine svm
- genetic algorithm
- feature vectors
- feature selection
- svm classifier
- preprocessing
- emg signals
- classification method
- image classification
- frequency domain
- support vector
- pattern recognition
- feature space
- pattern classification
- decision boundary
- feature extraction and classification
- feature set
- generalization ability
- extracted features
- dimension reduction
- svm classification
- binary decision tree
- multi class
- dimensionality reduction
- neural network
- decision trees
- high classification accuracy
- machine learning
- small sample
- feature representation
- training set
- classification algorithm
- classification accuracy
- kernel methods
- multi objective
- extracting features
- data sets
- multi class support vector machines
- image feature extraction
- signal analysis
- kernel principal component analysis
- image processing
- similarity measure
- motor control
- training samples
- discriminant analysis
- principal component analysis
- fisher linear discriminant
- support vector regression
- training data