Particle Swarm Optimization for Semi-supervised Support Vector Machine.
Qing WuSanyang LiuLeyou ZhangPublished in: J. Inf. Sci. Eng. (2010)
Keyphrases
- particle swarm optimization
- semi supervised
- support vector machine
- svm classifier
- pso algorithm
- semi supervised support vector machines
- labeled data
- multi objective
- semi supervised learning
- active learning
- unlabeled data
- supervised learning
- particle swarm optimization algorithm
- differential evolution
- multi class
- training data
- swarm intelligence
- global optimization
- particle swarm optimization pso
- support vector machine svm
- multi view
- support vector
- pairwise
- feature selection
- unsupervised learning
- kernel methods
- particle swarm
- convergence speed
- hyperplane
- ant colony optimization
- co training
- labeled examples
- training set
- kernel function
- stock market prediction
- semi supervised clustering
- semi supervised classification
- pairwise constraints
- subspace learning
- feature space
- machine learning
- genetic algorithm
- small sample
- k nearest neighbor
- feature vectors
- metric learning
- knn
- decision forest
- learning algorithm
- labeled and unlabeled data
- support vector regression
- evolutionary algorithm
- kernel machines
- constrained clustering
- classification method