Stable Forecasting of Environmental Time Series via Long Short Term Memory Recurrent Neural Network.
Kangil KimDong-Kyun KimJunhyug NohMinhyeok KimPublished in: IEEE Access (2018)
Keyphrases
- recurrent neural networks
- long short term memory
- chaotic time series
- mackey glass
- weather forecasting
- forecasting accuracy
- neural network
- financial time series
- echo state networks
- feed forward
- complex valued
- hidden layer
- reservoir computing
- recurrent networks
- box jenkins
- feedforward neural networks
- short term
- artificial neural networks
- forecasting model
- arma model
- adaptive neural
- garch model
- exchange rate
- arima model
- exponential smoothing
- dynamic time warping
- support vector regression
- short term prediction
- learning algorithm