@article{timeseriesforecastingusingahybriddeeplea, title = {Time Series Forecasting Using a Hybrid Deep Learning Method: A Bi-LSTM Embedding Denoising Auto Encoder Transformer}, author = {Sahar Koohfar and Wubeshet Woldemariam}, year = {2025}, eprint = {2509.17165}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.17165}, }