Support vector regression with reduced training sets for air temperature prediction: a comparison with artificial neural networks.
Robert F. ChevalierGerrit HoogenboomRonald W. McClendonJoel A. PazPublished in: Neural Comput. Appl. (2011)
Keyphrases
- support vector regression
- air temperature
- artificial neural networks
- ann models
- hybrid model
- solar radiation
- training set
- support vector
- load forecasting
- kernel function
- regression model
- response surface methodology
- support vector machine svm
- prediction model
- back propagation neural network
- hybrid genetic
- relative humidity
- computational intelligence
- support vector classification
- feature space
- support vector machine
- neural network
- forecasting accuracy
- singular spectrum analysis
- neural network model
- wavelet frame
- extreme learning machine
- soft computing
- pattern recognition
- data points
- back propagation
- genetic algorithm ga
- generalized regression neural network
- real valued