A SVR-ANN combined model based on ensemble EMD for rainfall prediction.
Yu XiangLing GouLihua HeShoulu XiaWenyong WangPublished in: Appl. Soft Comput. (2018)
Keyphrases
- ann models
- artificial neural networks
- support vector regression
- prediction model
- neural network ensemble
- back propagation
- neural network
- prediction accuracy
- using artificial neural networks
- meteorological data
- prediction algorithm
- regression model
- rainfall forecasting
- input variables
- distance measure
- support vector
- load forecasting
- ensemble classifier
- empirical mode decomposition
- short term load forecasting
- ensemble methods
- predictive model
- prediction error
- bp neural network
- multilayer perceptron
- short term
- feature vectors
- training set
- training data
- feature selection