Improving Time Series' Forecast Errors by Using Recurrent Neural Networks.
Marwan Abdul Hammed AshourRabab Alayham Abbas HelmiPublished in: ICSCA (2018)
Keyphrases
- recurrent neural networks
- chaotic time series
- mackey glass
- echo state networks
- neural network
- phase space reconstruction
- reservoir computing
- short term
- feed forward
- feedforward neural networks
- complex valued
- exponential smoothing
- recurrent networks
- cascade correlation
- artificial neural networks
- nonlinear dynamic systems
- phase space
- neural model
- dynamic time warping
- hebbian learning
- non stationary
- box jenkins
- long short term memory
- multivariate time series
- expert systems
- arima model
- forecasting accuracy
- control algorithm
- artificial intelligence
- learning algorithm
- genetic algorithm