办公地点:交大科技大厦941
教师职称:讲师
所属系 :信息管理系
邮箱:gangxue1@bjtu.edu.cn
个人简介北京交通大学管理学博士，清华大学管理科学与工程系博士后，主要研究方向包括：智能决策、大数据管理、系统风险管理等。在Production and Operations Management、Reliability Engineering & System Safety、Journal of Construction Engineering and Management、Information Processing and Management、IEEE Transactions on Intelligent Transportation Systems、Annals of Operations Research、Expert Systems With Applications等期刊上发表学术论文20余篇。
教育背景
本科毕业
博士毕业
主要研究领域1.决策智能，机器学习，大数据管理
期刊论文
英文
| 序号 | 论文名称 | 第一作者 | 合作者 | 期刊名称 | 发表年月 | 期号 |
|---|---|---|---|---|---|---|
| 1 | Mitigating domain shift problems in data-driven risk assessment models | Yining Wang | Zhenji Zhang， Daqing Gong， Gang Xue （通讯作者） | Reliability Engineering & System Safety | 2025-10 | 无期 |
| 2 | Modeling expert risk assessments in utility tunnels with deep learning | Gang Xue | Daqing Gong， Long Ren， Ziruo Cui | Reliability Engineering & System Safety | 2025-07 | PART A期 |
| 3 | Improving the Spatial Fairness of Spatiotemporal Sequence Forecasting Service Systems | Gang Xue | Long Ren， Xiaojie Yan， Ziruo Cui， Daqing Gong， Jian Chen | PRODUCTION AND OPERATIONS MANAGEMENT | 2025-06 | FORTHCOMING期 |
| 4 | An uncertainty-incorporated active data diffusion learning framework for few-shot equipment RUL prediction | Chao Zhang | Daqing Gong， Gang Xue （通讯作者） | Reliability Engineering & System Safety | 2025-02 | PART B期 |
| 5 | Mitigating the disturbances of events on tourism demand forecasting | Tairan Zhang | Zhenji Zhang， Gang Xue （通讯作者） | Annals of Operations Research | 2024-11 | 1期 |
| 6 | Risk assessment of utility tunnels through risk interaction-based deep learning | Gang Xue | Shifeng Liu， Long Ren， Daqing Gong | Reliability Engineering & System Safety | 2024-01 | /期 |
| 7 | A data aggregation-based spatiotemporal model for rail transit risk path forecasting | Gang Xue | Shifeng Liu， Long Ren， Daqing Gong | Reliability Engineering & System Safety | 2023-11 | /期 |
| 8 | Forecasting hourly attraction tourist volume with search engine and social media data for decision support | Gang Xue | Shifeng Liu， Long Ren， Daqing Gong | Information processing & management | 2023-07 | 4期 |
| 9 | Adaptive cross-scenario few-shot learning framework for structural damage detection in civil infrastructure | Gang Xue | Shifeng Liu， Long Ren， Daqing Gong | Journal of Construction Engineering and Management | 2023-05 | 5期 |
| 10 | Identifying abnormal riding behavior in urban rail transit: a survey on “in-out” in the same subway station | Gang Xue | Shifeng Liu， Daqing Gong | IEEE Transactions on Intelligent Transportation Systems | 2022-04 | 4期 |
| 11 | Gang Xue Gang Xue Forecasting the subway passenger flow under event occurrences with multivariate disturbances | Gang Xue | Shifeng Liu， Long Ren， Yicao Ma， Daqing Gong | Expert Systems with Applications | 2022-02 | /期 |
一般科研项目
| 序号 | 负责人 | 主持/参加 | 项目名称 | 项目来源 | 立项时间 | 结项时间 |
|---|---|---|---|---|---|---|
| 1 | 薛刚 | 主持 | 多源数据驱动的城市轨道交通网络风险预警及传播路径预测 | 北京市科委 | 2024-01-01 | 2025-06-30 |
