Prediction of Rainfall Time Series Using Modular RBF Neural Network Model Coupled with SSA and PLS.
Jiansheng WuPublished in: ACIIDS (2) (2012)
Keyphrases
- neural network model
- forecasting accuracy
- rainfall forecasting
- partial least square regression
- rbf neural network
- radial basis function network
- neural network
- artificial neural networks
- multi layer perceptron
- chaotic time series
- prediction model
- multilayer perceptron
- radial basis function
- radial basis function neural network
- bp neural network
- rbf network
- neural models
- exponential smoothing
- input variables
- network architecture
- partial least squares
- back propagation neural network
- meteorological data
- using artificial neural networks
- moving average
- load forecasting
- rbfnn
- weather forecasting
- financial time series
- short term prediction
- hybrid model
- basis functions
- data preprocessing
- activation function
- hopfield network
- ls svm
- hidden layer
- short term
- back propagation
- linear combination
- box jenkins
- data processing
- genetic algorithm