sEMG-Based Dynamic Muscle Fatigue Classification Using SVM With Improved Whale Optimization Algorithm.
Quan LiuYang LiuCongsheng ZhangZhili RuanWei MengYilun CaiQingsong AiPublished in: IEEE Internet Things J. (2021)
Keyphrases
- optimization algorithm
- support vector machine svm
- support vector
- multi objective
- support vector machine
- differential evolution
- classification algorithm
- optimization method
- classification method
- feature selection
- improves the classification accuracy
- particle swarm optimization pso
- feature vectors
- training set
- svm classification
- svm classifier
- classification accuracy
- machine learning
- evolutionary multi objective
- artificial bee colony
- text classification
- decision trees
- generalization ability
- feature space
- training data
- pattern recognition
- fuzzy support vector machine
- optimization strategy
- multi class classification
- artificial neural networks
- hybrid optimization algorithm
- multi class
- nsga ii
- training samples
- feature extraction
- image classification
- global optima
- knn
- multi objective optimization
- genetic algorithm ga