A comparison between neural-network forecasting techniques-case study: river flow forecasting.
Amir F. AtiyaS. M. El-ShouraSamir I. ShaheenM. S. El-SherifPublished in: IEEE Trans. Neural Networks (1999)
Keyphrases
- neural network
- case study
- short term
- short term load forecasting
- medium term
- prediction model
- weather forecasting
- support vector regression
- backpropagation neural networks
- long term
- back propagation
- artificial neural networks
- forecasting accuracy
- pattern recognition
- financial time series
- forecasting model
- bp neural network
- exponential smoothing
- load forecasting
- mackey glass
- exchange rate
- data sets
- multilayer perceptron
- feed forward
- software development
- genetic algorithm
- early warning
- autoregressive model
- neural network model
- self organizing maps
- fuzzy logic
- forecast models
- grey theory