Peiyang Wei, Changyuan Fan, Xiwen Yang, Xi Chen, Jianhong Gan, Xun Deng, Youzi Wei, Zhibin Li. "HOES: an efficient multi-evolutionary expert system for deep learning model optimization in time series prediction." Scientific Reports (2025). https://doi.org/10.1038/s41598-025-30014-4