Multi-fault classification based on support vector machine trained by chaos particle swarm optimization.
Xianlun TangLing ZhuangJun CaiChangbing LiPublished in: Knowl. Based Syst. (2010)
Keyphrases
- support vector machine
- particle swarm optimization
- svm classifier
- support vector machine svm
- support vector
- training set
- classification algorithm
- classification method
- multi class
- pso algorithm
- svm classification
- classification accuracy
- automatic classification
- machine learning
- feature selection
- decision boundary
- multi layer perceptron
- soft margin
- training process
- multi objective
- fault diagnosis
- pattern classification
- training data
- image classification
- small sample
- feature vectors
- generalization ability
- structured output
- multi class support vector machines
- genetic algorithm
- decision trees
- feature space
- kernel methods
- swarm intelligence
- ant colony optimization
- high classification accuracy
- feature extraction
- pattern recognition
- multiclass classification
- binary decision tree
- differential evolution
- multi class svm
- discriminative training
- training procedure
- knn
- fuzzy logic
- semi supervised
- classification scheme
- text classification
- particle swarm optimization algorithm
- k nearest neighbor
- training samples
- hyperplane
- power system