Particle Swarm Optimization-Based SVM for Classification of Cable Surface Defects of the Cable-Stayed Bridges.
Xinke LiYongcai GuoYongming LiPublished in: IEEE Access (2020)
Keyphrases
- support vector machine svm
- particle swarm optimization
- support vector
- support vector machine
- classification method
- svm classifier
- feature vectors
- classification algorithm
- decision boundary
- improves the classification accuracy
- feature space
- svm classification
- multi class classification
- classification accuracy
- multi class svm
- feature selection
- machine learning
- pattern recognition
- multi class
- feature extraction
- text classification
- support vector machine classifiers
- generalization ability
- machine vision
- image classification
- viewpoint
- training set
- decision trees
- training samples
- neural network
- support vectors
- training data
- genetic algorithm
- fuzzy support vector machine