A Novel Hybrid Particle Swarm Optimization for Feature Selection and Kernel Optimization in Support Vector Regression.
Jiansheng WuEnhong ChenPublished in: CIS (2010)
Keyphrases
- support vector regression
- kernel learning
- hybrid particle swarm optimization
- support vector
- kernel function
- support vector classification
- feature selection
- support vector machine
- hybrid model
- feature space
- regression model
- optimization algorithm
- feature set
- optimization problems
- data clustering
- nature inspired
- particle swarm optimization pso
- support vector machine svm
- medical image registration
- optimization methods
- pso algorithm
- classification accuracy
- global optimization
- swarm intelligence
- hybrid algorithm
- parameter settings
- optimization method
- particle swarm
- model selection
- high dimensional
- text classification
- multiple kernel learning
- mutual information
- multi objective
- dimensionality reduction
- pattern recognition
- genetic algorithm