个人资料
个人简介社会职务研究领域1. 轨道客流大数据挖掘与应用 2. 传统交通需求预测 开授课程科研项目(1)突发事件下城市轨道交通网络短时客流预测预警关键技术,陕西省自然科学基金青年基金,2023.01-2024.12,主持。 (2)非常态条件下城轨短时客流预测研究,中央高校基本科研业务专项资金资助项目,2022.01-2023.12,主持。 (3)西安都市圈多层次轨道交通规划客流需求预测专题,中铁第一勘察设计研究院,2022.10-2023.10,主持。 论文1. Zhao, Y., Ma, Z., Peng H, Cheng Z (2024). Predicting metro incident duration using structured data and unstructured text logs. Transportmetrica A:Transport Science (SCI). https://doi.org/10.1080/23249935.2024.2396951 2. Zhao, Y., Ma, Z. (2022). Naive Bayes-based ransition model for short-term metro passenger flow prediction under planned events. Transportation Research Record (SCI). 2676(9), 309-324. 3. Zhao, Y., Ma, Z. Jiang, X, HN Koutsopoulos (2021). Short-term metro passenger flow prediction capturing the impact of unplanned events. Transportation Research Record (SCI). 2676(2), 132-147. 4. Zhao, Y., Ren, L., Ma, Z., Jiang, X. (2020). A novel three-stage framework for prioritizing and selecting feature variables for short-term metro passenger flow prediction. Transportation Research Record (SCI). 2674(8), 192-205. 5.赵阳阳, 夏亮,江欣国.(2020).基于经验模态分解与长短时记忆神经网络的短时地铁客流预测模型.交通运输与工程学报,(EI). 20(4), 194-204. 6.Zhao, Y., Jiang, X. (2019). Long short-term memory neural network for short-term high-speed rail passenger flow forecasting. 8th International Conference on Railway Operations Modelling and Analysis. 7.江欣国, 赵阳阳, 夏亮, 章国鹏, & 姬生飞.(2018).基于出行链的城际铁路站点选址双层目标模型.同济大学学报 (自然科学版),(EI). 46(8), 1072-1079. 科技成果荣誉奖励工作经历2021.10- 长安大学运输工程学院轨航系 讲师 2024.08-2026.07 加拿大麦吉尔大学土木工程 博士后 |