Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting.
Joao Henrique F. FloresPaulo Martins EngelRafael C. PintoPublished in: IJCNN (2012)
Keyphrases
- neural network
- higher order
- artificial neural networks
- database
- neural network model
- autocorrelation function
- feed forward
- machine learning
- pattern recognition
- bayesian networks
- case study
- complex systems
- experimental data
- statistical models
- decision making
- information content
- prediction model
- spiking neural networks
- neural models