Approach to Forecasting of Utility Costs Using Neural Networks.
Svitlana KrepychIryna SpivakSerhii SpivakPublished in: CSIT (1) (2020)
Keyphrases
- neural network
- short term
- artificial neural networks
- backpropagation neural networks
- pattern recognition
- total cost
- prediction model
- genetic algorithm
- utility function
- back propagation
- neural network model
- fuzzy logic
- financial forecasting
- fault diagnosis
- feed forward
- long term
- exchange rate
- medium term
- forecasting accuracy
- network architecture
- neural nets
- artificial neural network models
- weather forecasting
- early warning
- forecasting model
- autoregressive model
- bp neural network
- investment decisions
- multilayer perceptron
- learning algorithm
- exponential smoothing
- chaotic time series
- training process
- rule extraction
- self organizing maps
- multi layer perceptron
- fuzzy systems