A novel hybridization of echo state networks and multiplicative seasonal ARIMA model for mobile communication traffic series forecasting.
Yu PengMiao LeiJun-Bao LiXiyuan PengPublished in: Neural Comput. Appl. (2014)
Keyphrases
- arima model
- mobile communication
- short term
- echo state networks
- long term
- recurrent neural networks
- autoregressive integrated moving average
- hybrid model
- social networking
- moving average
- wireless communication
- forecasting model
- base station
- network traffic
- real time
- nonlinear models
- road network
- forecasting accuracy
- wireless networks