当前位置: X-MOL首页全球导师 国内导师 › 杨超

个人简介

2008年获上海市青年科技启明星计划,2009年获得教育部新世纪人才。兼任教育部高等学校教学指导委员会交通运输类专业交通工程教学指导分委员会委员。主要研究方向为交通大数据分析、交通网络分析与评价、交通规划技术及交通需求预测方法。主持国家自然基金项目3项、国家重点研发计划课题1项、863项目1项,参与国家自然基金重点项目2项、863项目2项。在国际交通研究领域学术期刊发表论文约200篇,其中SCI收录近60篇,引用次数677次(截止2021年4月,H-index为14)。获得专利5项,软件著作权4项。 教育经历 1994.7 本科 交通工程 同济大学道路与交通工程系,上海,中国 1999.9 博士 市政工程 同济大学道路与交通工程系,上海,中国 工作经历 2011.12至今 教授 同济大学交通运输工程学院,中国 2006.7-2011.12 副教授 同济大学交通运输工程学院,中国 2004.11-2006.7 讲师 同济大学交通运输工程学院,中国 2002. 8-2004. 10 博士后 犹他州立大学土木与环境工程系,美国 1999.10-2002. 7 研究员 南洋理工大学土木与环境工程系,新加坡 1998. 2-1999. 1 助 研 香港大学土木工程系,中国香港特别行政区 获奖情况 上海市2020年科技进步一等奖,第8完成人 深圳市2018年科技进步奖一等奖,第10完成人 2018年度华夏建设科学技术奖一等奖,第10完成人 2017年上海市教学成果二等奖,第5完成人 2009年教育部新世纪优秀人才支持计划 2009年上海高校选拔培养优秀青年教师科研专项基金 上海市2008年青年科技启明星计划(A类) 杭州市2008年科学技术奖二等奖,第4完成人 深圳市2007年度科技创新奖一等奖,第10完成人 建设部2007年度华夏建设科学技术奖一等奖,第10完成人

研究领域

交通大数据分析、交通网络分析与评价、交通规划技术及交通需求预测方法

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

杨超,陈明垟,袁泉,王燚, (2022). “上海市新城通勤人群出行特征分析”,城市交通,20(2): 99-110. Qian, X.W., Ukkusuri, S.,Yang, C.and Yan, F.F., (2022). “Short-term demand forecasting for on-demand mobility service,”IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 2, pp. 1019-1029.(SCI检索DOI: 10.1109/TITS.2020.3019509) Xiangdong Xu, Kai Qu, *Anthony Chen andChao Yang, (2021). “A new day-to-day dynamic network vulnerability analysis method with weibit-based route adjustment process,”Transportation Research Part E, 153, 102421.(SCI检索doi: 10.1016/j.tre.2021.102421) Xiangdong Xu, *Anthony Chen, Guangming Xu,Chao Yang, W.H.K. Lam, (2021). “Enhancing Network Resilience by Adding Redundancy to Road Networks,”Transportation Research Part E, 154, 102448.(SCI检索doi: 10.1016/j.tre.2021.102448) Chen, X.H., Guo, Y.J.,Yang, C., Ding, F.Y., *Yuan, Q., (2021). “Exploring Essential Travel during COVID-19 quarantine: Evidence from China,”Transport Policy, Volume 111, Pages 90-97.(SCI检索doi: 10.1016/j.tranpol.2021.07.016) 叶倪瑄,杨超,闫茜,(2021). “深圳市轨道交通周五大客流特征及成因分析,”城市轨道交通研究,第24卷第5期, pp. 153-157,166. Yang, C., Chen, M.Y., *Yuan, Q., (2021). “The application of XGBoost and SHAP to examining the factors in freight-related accidents: An exploratory analysis,”Accident Analysis and Prevention, 158, 106153.(SCI检索doi: 10.1016/j.aap.2021.106153) Zhou, Y., Yuan, Q., *Yang, C., Wang, Y.H., (2021). “Who You Are Determines How You Travel: Clustering Human Activity Patterns with a Markov-Chain-Based Mixture Model,”Travel Behaviour and Society, 24, 102-112.(SCI检索doi: 10.1016/j.tbs.2021.03.005) Yang, C., Chen, M.Y., *Yuan, Q., (2021). “The Geography of Freight-related Accidents in the Era of E-commerce: Evidence from the Los Angeles Metropolitan Area,”Journal of Transport Geography, 92, 102989.(SCI检索doi: 10.1016/j.jtrangeo.2021.102989) 陈晓旭,项煜,杨超,段红勇,赵端, (2020),“基于遗传算法的公交线路发车间隔优化,”交通与运输,第36卷第5期, pp. 86-92. ISSN 1671-3400 Yang, C., Zhang, Y.L., Zhan, X.Y., Ukkusuri, S. and Chen, Y.F., (2020).“Fusing Mobile Phone and Travel Survey Data to Model Urban Activity Dynamics,”Journal of Advanced Transportation, vol. 2020, Article ID 5321385, 17 pages,(SCI检索DOI: 10.1155/2020/5321385)ISSN: 2042-3195 (Online) Chen, X.X., *Yang, C., Xu, X.D., (2020).“Trip Mode Inference from Mobile Phone Signaling Data Using Logarithm Gaussian Mixture Model”, Journal of Transport and Land Use, 13(1), 159-175.(SCI检索DOI: 10.5198/jtlu.2020.1554)ISSN: 1938-7849 项煜,陈晓旭,杨超,段红勇,(2020). “基于地铁刷卡数据的乘客出行模式分析,”城市轨道交通研究,第23卷第6期, pp. 63-67. issn 1007-869x Yang, C., Ru, X.L., *Hu, B., (2019) “Route Temporal-Spatial Information Based Residual Neural Networks for Bus Arrival Time Prediction”, Journal of Harbin Institute of Technology (New Series) DOI: 10.11916/j.issn.1005-9113.2018007 姚晓锐,王冠,*杨超,(2019).“未来城市自动驾驶共享汽车规模研究——以上海为例”,交通运输系统工程与信息,第19卷第6期, pp. 85-91. issn 1009-6744 Zhou, Y., *Yang, C., Zhu, R.R., (2019).“Identifying Trip Ends from Raw GPS Data with A Hybrid Spatio-Temporal Clustering Algorithm and Random Forest Model: A Case Study in Shanghai”, Transportation Planning and Technology, 42(8), 739-756.(SCI检索DOI: 10.1080/03081060.2019.1675309) 崔洪涛,陈晓旭,杨超,项煜,段红勇,(2019). “基于深度长短期记忆网络的地铁进站客流预测,”城市轨道交通研究,第22卷第9期, pp. 41-45. 王冠,杨超,张英杰、陈海林 (2019).“自动驾驶条件下共享车辆车队规模研究”,综合运输,第41卷第2期, pp. 48-53. Yan, F.F., Yang, C., *Ukkusuri, S., (2019).“Alighting Stop Determination using two step algorithm in Bus Transit Systems”, Transportmetrica A, 15(2), 1522-1542.(SCI检索DOI: 10.1080/23249935.2019.1615578) Yang, C., Ye, W., *Zhu, R.R., Zhang, T.R., (2019).“Resident Activity Pattern Recognition and Comparison of Six Sino-American Metropolises”, IET Intelligent Transport System, 13(3), 443-452.(SCI检索DOI: 10.1049/iet-its.2018.5246) Zang, Z.Q., Xu, X.D., Yang, C., Chen, A., (2018).“A Closed-Form Estimation of the Travel Time Percentile Function for Characterizing Travel Time Reliability”, Transportation Research Part B, 118, 228-247.(SCI检索DOI: 10.1016/j.trb.2018.10.012) Shen, W. *Wei, Z.H., Yang, C., Zhang, R.X., (2018).“Travel pattern modelling and future travel behaviour prediction based on GMM and GPR”, International Journal of Simulation and Process Modelling, 13(6), 548-556. (SCI 检索DOI: 10.1504/IJSPM.2018.095887) Xu, X.D., *Chen, A., Yang, C., (2018).“An optimization approach for deriving upper and lower bounds of transportation network vulnerability under simultaneous disruptions of multiple links”, Transportation Research Part C, 94, 338-353.(SCI检索DOI: 10.1016/j.trc.2017.08.015) 杨超,周洋, (2018).“基于时空聚类算法的轨迹停驻点识别研究”,交通运输系统工程与信息, 18(4), 88-95.(Ei 检索DOI: 10.6097/j.cnki.1009-6744.2018.04.014) Zhang, W.B., *Ukkusuri, S., Yang, C., (2018).“Modeling the Taxi Drivers’ Customer-Searching Behaviors outside Downtown Areas”, Sustainability, 10,3003, 1-23.(SCI检索DOI: 10.3390/su10093003) Xu, X.D., *Chen, A., Jansuwan, S., Yang, C., Ryu, S., (2018).“Transportation network redundancy: Complementary measures and computational methods”, Transportation Research Part B, 114, 68-85.(SCI检索DOI: 10.1016/j.trb.2018.05.014) Zang, Z.Q., *Xu, X.D., Yang, C., and Chen, A., (2018).“A distribution-fitting-free approach to calculating travel time reliability ratio”, Transportation Research Part C, 89, 83-95.(SCI检索DOI: 10.1016/j.trc.2018.01.027) Yang, C., Yan, F.F., Ukkusuri, S., (2018).“Unraveling Traveler Mobility Patterns and Predicting User Behavior in Shenzhen Metro System”, Transportmetrica A, 14(7), 576–597.(SCI检索DOI: 10.1080/23249935.2017.1412370) Xu, X.D., *Chen, A., Lo, H.K., Yang, C., (2018).“Modeling the impacts of speed limits on uncertain road networks”, Transportmetrica A, 14(1-2), 66-88.(SCI检索DOI: 10.1080/23249935.2017.1317879) Xu, X.D., *Chen, A., Yang, C., (2018).“An optimization approach for deriving upper and lower bounds of transportation network vulnerability under simultaneous disruptions of multiple links”, Transportation Research Part B, 94, 338-353.(SCI检索DOI: 10.1016/j.trc.2017.08.015) 会议论文 Zhou, Y., Zhang, Y.T., Yuan, Q., *Yang, C., Wang, Y.H., (2022). “The Smartphone-Based Person Travel Survey System: Data Collection, Trip Extraction, and Travel Mode Detection”, 101stAnnual Meeting of the Transportation Research Board, Washington, D.C., USA. Yang, C., Wan, Z.Y., Yuan, Q., (2022). “Travel before, during and after the Pandemic: Exploring Factors Behind Essential Travel Using Empirical Data”, 101stAnnual Meeting of theTransportationResearch Board, Washington, D.C., USA. Qian, X.W., Yang, C., Ukkusuri, S., (2020). “Optimal Charging Infrastructure Planning for Commercial Electric Vehicles with Stationary Spatial Demand Distribution”, 99th Annual Meeting of the Transportation Research Board, Jan. 7-11, Washington, D.C., USA. Zhou, Y., Yang, C., Xu, X.D., Ukkusuri, S., (2020). “Detecting Travel Mode from GPS data with the Bottom-up Method”, 99th Annual Meeting of the Transportation Research Board, Jan. 7-11, Washington, D.C., USA. Yang, C., Zhang, Y., Ukkusuri, S.V., Zhu, R., Mobility Pattern Identification Based on Mobile Phone Data[M], Transportation Analytics in the Era of Big Data. Springer, Cham, 2019: 217-232. Qian, X.W., Ukkusuri, S., Chen R., Yang, C., (2019). “Modeling the Operation Dynamics of Ride-Sourcing Markets”, TRISTAN 2019. Chen, X.X., Yang, C., Xu, X.D., (2019). “Anomalous Subway Passenger Flow Recognition Based on Random Matrix Theory Using Smart Card Data”, IEEE ITSC. Wang, C.M., *Yang, C., Ye, W., (2019).“Activity Patterns Identification based on National Household Travel Survey Data”, CICTP 2019, Nanjing. Chen, X.X., *Yang, C., Xu, X.D., (2019).“Utilizing Mobile Phone Signaling Data for Trip Mode Identification”, CICTP 2019, Nanjing. Wang, G., *Yang, C., Shan, X.N., Zhang, Y.J., Chen, H.L., (2019).“Comparison of Two Methods in Solving the Minimum Fleet of Shared Autonomous Vehicles”, WTC, Beijing. Chen, X.X., Yang, C., Xu, X.D., (2019).“Subway Passenger Flow Forecasting Using Deep Long Short-term Memory Recurrent Networks”, WTC, Beijing. Zhou, Y., Yang, C., (2019). “An Effective Strategy to Improve the Accuracy of Individual Travel Mode Detection Based On GPS Data”, WTC, Beijing. Zang, Z.Q., Xu, X.D., Yang, C., (2018). “A distribution-free approach to estimating travel time reliability ratio”, 97th Annual Meeting of the Transportation Research Board, Jan. 7-11, Washington, D.C., USA. Yan, F.F., Yang, C., and Ukkusuri, S., (2018). “Alighting Stop Determination and Origin-Destination Matrix Estimation in Bus Transit Systems Based on User Segmentation”, 97th Annual Meeting of the Transportation Research Board, Jan. 7-11, Washington, D.C., USA. Xu, X.D., Chen, A., Yang, C., and Lam, H.K., (2018). “A ROUTE DIVERSITY REDUNDANT NETWORK DESIGN PROBLEM”, The 7th International Symposium on Transport Network Reliability (INSTR'2018), Jan 17-19, Sydney, Australia.

推荐链接
down
wechat
bug