B. He, L. Li, Y. Bo, and J. Zhou, “Bi-directional LSTM-GRU Based Time Series Forecasting Approach”, IJCSIT, vol. 3, no. 2, pp. 222–231, Jul. 2024, doi: 10.62051/ijcsit.v3n2.26.