【工作经历】
1. 2024年3月–2024年9月，香港理工大学商学院营销与管理系，研究助理
2. 2024年9月–至今，华中师范大学信息管理学院，讲师
【研究方向】
数据驱动的预测与决策、医疗数据挖掘、图神经网络、大语言模型
【教育背景】
1. 2019–2023年，中南大学商学院，管理科学与工程，博士
2. 2021–2026年，香港城市大学工程学院，系统工程，博士
【科研项目】
1. 主持：中央高校基本科研业务费项目，在研
2. 参与：国家自然科学基金面上项目，在研
3. 参与：湖南省自然科学基金面上项目，在研
【讲授课程】
计算机与信息系统、机器学习及应用、大模型技术及应用、数智系统开发综合实践
【发表论文（代表性）】
1. Fei Xiao, Zi-yu Chen, Xiao-kang Wang, Wen-hui Hou, Jian-qiang Wang. Managing minority opinions in risk evaluation by a delegation mechanism based large-scale group decision-making with overlapping communities[J]. Journal of the Operational Research Society, 2022, 73(10): 2338-2357.
2. Fei Xiao, Jian-qiang Wang, Xiao-kang Wang, Hong-yu Zhang, Shui-xia Chen. Predictive analysis for healthcare fraud detection: Integration of probabilistic model and interpretable machine learning. Information Sciences, 2025, 719: 122499.
3. Fei Xiao, Shui-xia Chen, Zi-yu Chen, Ya-nan Wang, Jian-qiang Wang. The optimal profit-oriented decision for customer purchase: Integration of buy till you die modeling and machine learning. Engineering Applications of Artificial Intelligence, 2024, 138: 109344.
4. Wen-hui Hou, Xiao-kang Wang, Ya-nan Wang, Jian-qiang Wang, Fei Xiao. Modelling long medical documents and code associations for explainable automatic ICD coding[J]. Expert Systems With Applications, 2024, 249: 123519.
5. Xiang-yang Tao, Jing Zhao, Jing-ke Hong, Fei Xiao. Pathway towards carbon peaking cities in the Chinese transport sector[J]. Transport Policy, 2024, 152: 9-20.
6. Fei Xiao, Jing Wang, Jian-qiang Wang. An improved MULTIMOORA method for multi-valued neutrosophic multi-criteria group decision-making based on prospect theory. Scientia Iranica, 2023, 30(5): 1822-1840.
7. Zi-yu Chen, Fei Xiao, Yi-ting Wang, Ya-nan Wang, Wen-hui Hou, Jian-qiang Wang, Lin Li. Online review analysis-based multi-criteria decision-making for evaluating patient satisfaction: A case study of the Haodf website[J]. Journal of the Operational Research Society, 2023, 75(5): 1-19.
8. Min Luo, Fei Xiao, Zi-yu Chen, Xiao-kang Wang, Wen-hui Hou, Jian-qiang Wang. A hybrid FSRF model based on regression algorithm for diabetes medical expense prediction[J]. Technological Forecasting and Social Change, 2024, 207: 123634.
9. Zi-yu Chen, Fei Xiao, Xiao-kang Wang, Min-hui Deng, Jian-qiang Wang, Jun-bo Li. Stochastic configuration network based on improved whale optimization algorithm for nonstationary time series prediction[J]. Journal of Forecasting, 2022, 41(7): 1458-1482.
10. Shui-xia Chen, Eric Ngai, Fei Xiao, Ze-shui Xu. From comparison to purchasing: Effects of online behavior toward associated co-visited products on consumer purchase[J]. Information & Management, 2024, 61(3): 103938.
