Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders.
Abdulhamit SubasiPublished in: Comput. Biol. Medicine (2013)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- classification method
- machine learning
- svm classifier
- feature selection
- svm classification
- generalization ability
- feature extraction
- knn
- feature space
- training set
- emg signals
- particle swarm optimization
- multi class
- feature vectors
- pattern recognition
- classification accuracy
- particle swarm optimization pso
- pso algorithm
- decision trees
- classifier combination
- feature set
- fault diagnosis
- pattern classification
- human brain
- cost sensitive
- training data
- ensemble classifier
- neural network