教育经历
2019.9-2024.6 华南农业大学 博士
工作经历
2024.7 无锡学院 网络安全与信息化学院
教学方向
计算机程序设计、离散数学
学术成果与荣誉
论文情况:
Jiang, Wentao, et al. "Time series to imaging-based deep learning model for detecting abnormal fluctuation in agriculture product price." Soft Computing 27.20 (2023): 14673-14688.
Jiang, W., Zhang, D., Ling, L., & Lin, R. (2022). Time series classification based on image transformation using feature fusion strategy. Neural Processing Letters, 54(5), 3727-3748.
Jiang, W., Ling, L., Zhang, D., Lin, R., & Zeng, L. (2023). A time series forecasting model selection framework using CNN and data augmentation for small sample data. Neural Processing Letters, 55(5), 5783-5810.
Zeng, L., Ling, L., Zhang, D., & Jiang, W. (2023). Optimal forecast combination based on PSO-CS approach for daily agricultural future prices forecasting. Applied Soft Computing, 132, 109833.
Liling Zeng, Huanling Hu, Qingkui Song, Wentao Jiang, and Dabin Zhang. A drift-aware dynamic ensemble model with twostage member selection for carbon price forecasting. Energy, 313 (2024):133699. DOI: 10.1016/j.energy.2024.133699.
Shi, J., & Jiang, W. (2018). Bifurcation of Limit Cycles in a 12-Degree Hamiltonian System Under Thirteenth-Order Perturbation. International Journal of Bifurcation and Chaos, 28(01), 1850011.
项目情况:
国家自然科学基金委员会,面上项目,71971089,农产品市场价格波动多尺度预测的智能集成建模方法与预警机制研究,2020-01-01至2023-12-31,48万元,结题,参与。
广东省自然科学基金委员会,面上项目,2022A1515011612,基于图像编码技术和深度学习算法的农产品价格波动预测研究,2022.01-01至2024-12-31,10万元,在研,参与。
获奖情况:
中国优选法统筹法与经济数学研究会智能决策与博弈分会优秀论文三等奖