Wang, Wenhao, Zhitao Yang, and Tianwen Zhao. “International Trade Demand Forecasting Model Based on Transformer-XGBoost-LightGBM”. Artificial Intelligence and Applications (December 16, 2025). Accessed February 5, 2026. https://ojs.bonviewpress.com/index.php/AIA/article/view/7024.