Twin Support Vector Machines Based on Particle Swarm Optimization.
Shifei DingJunzhao YuHuajuan HuangHan ZhaoPublished in: J. Comput. (2013)
Keyphrases
- particle swarm optimization
- support vector
- learning machines
- large margin classifiers
- pso algorithm
- swarm intelligence
- cross validation
- global optimization
- differential evolution
- convergence speed
- particle swarm optimization algorithm
- classification accuracy
- multi objective
- particle swarm optimization pso
- generalization ability
- metaheuristic
- logistic regression
- svm classifier
- ant colony optimization
- support vector machine
- feature selection
- kernel function
- multi class
- kernel methods
- population diversity
- genetic algorithm
- support vectors
- binary classification
- search engine
- case study
- machine learning
- decision function
- support vector regression
- real time
- objective function
- search algorithm
- evolutionary algorithm
- image classification
- loss function