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A hybrid method of exponential smoothing and recurrent neural networks for time series forecasting

Slawek Smyl

2020 · DOI: 10.1016/J.IJFORECAST.2019.03.017
International Journal of Forecasting · 686 Citations

TLDR

A dynamic computational graph neural network system that enables a standard exponential smoothing model to be mixed with advanced long short term memory networks into a common framework is used and the result is a hybrid and hierarchical forecasting method.