Forecast approach using neural network adaptation to support vector regression grey model and generalized auto-regressive conditional heteroscedasticity.
Bao Rong ChangHsiu Fen TsaiPublished in: Expert Syst. Appl. (2008)
Keyphrases
- support vector regression
- exponential smoothing
- moving average
- grey model
- autoregressive
- neural network
- arima model
- hybrid model
- response surface methodology
- back propagation neural network
- wavelet neural network
- extreme learning machine
- prediction model
- artificial neural network models
- forecasting accuracy
- support vector
- regression model
- generalized regression neural network
- forecasting model
- demand forecasting
- support vector machine svm
- load forecasting
- neural network model
- support vector classification
- kernel function
- artificial neural networks
- bp neural network
- pattern recognition
- back propagation
- support vector machine
- non stationary
- recurrent neural networks
- activation function
- short term
- multi layer perceptron
- sar images
- data mining