An Improved PSO for Parameter Determination and Feature Selection of SVR and its Application in STLF.
Dong-Xiao NiuYing-Chun GuoPublished in: J. Multiple Valued Log. Soft Comput. (2010)
Keyphrases
- parameter determination
- support vector regression
- feature selection
- short term load forecasting
- load forecasting
- support vector classification
- model selection
- support vector
- response surface methodology
- support vector machine
- particle swarm optimization pso
- regression model
- particle swarm optimization
- optimal parameters
- particle swarm optimization algorithm
- particle swarm optimizer
- support vector machine svm
- kernel function
- particle swarm optimisation
- feature space
- pso algorithm
- text categorization
- feature set
- feature selection algorithms
- machine learning
- classification accuracy
- electronic equipment
- optimization algorithm
- text classification
- immune algorithm
- particle swarm
- genetic algorithm
- hybrid algorithm
- feature subset
- swarm intelligence
- global optimization
- knn
- k nearest neighbor
- feature extraction
- fitness function
- metaheuristic
- mutual information
- decision trees
- bp neural network
- nearest neighbor
- dimensionality reduction
- irrelevant features
- wavelet neural network
- genetic algorithm ga
- rbf neural network