Model identification for ARMA time series through convolutional neural networks

WH Tang, A Röllin - Decision Support Systems, 2021 - Elsevier
We use convolutional neural networks for model identification in ARMA time series models,
where our networks are trained on synthetic data with known ground truths. Comparing the …