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杨小宝
2023-05-06 10:48
  • 杨小宝
  • 杨小宝 - 教授-北京交通大学-交通运输学院-个人资料

近期热点

资料介绍

个人简历


教学工作
本科课程:数据分析方法与应用,统计软件及应用
研究生课程:数据分析方法及软件应用,预测理论与方法,数理统计(交通类)
硕士招生专业:学硕:交通运输规划与管理、系统科学、安全科学与工程,专硕:交通运输工程
博士招生专业:系统科学
研究方向:交通数据挖掘与建模(交通大数据)、交通行为与安全、共享交通等;
主要运用统计学、数据挖掘和大数据技术方法,对交通行为和交通安全问题进行深入研究,挖掘其特征规律,用于指导实际交通。
教育背景
2002/9 - 2007/1,北京航空航天大学,管理科学与工程,博士(硕博连读)

工作经历

2018/12– 至今,北京交通大学,交通运输学院,教授,博导
2015/10 – 2018/12,北京交通大学,交通运输学院,副教授,博导
2013/11 - 2014/12,美国中佛罗里达大学,土木工程系,访问学者
2011/11 – 2015/10,北京交通大学,交通运输学院,副教授,硕导
2007/4 - 2011/11,北京交通大学,交通运输学院,讲师

研究领域


交通运输工程(专业学位)
交通控制与安全
系统科学
复杂系统建模、优化与分析
交通运输(专业学位)"专利

基于时空网络构建的城市地铁动态客流分配方法

近期论文


论文/期刊
近年来共发表学术论文80余篇,其中SCI检索论文30余篇,已有三篇论文发表在交通运输领域顶级刊物《Accident Analysis & Prevention》和《Transportation Research Part F》上,部分论文发表在《Journal of Transportation Engineering》、《Journal of Advanced Transportation》、《Networks and Spatial Economics》、《Transportation Research Record》、《Traffic Injury Prevention》等交通领域权威刊物上。主要论文如下:
1. Yang X B*, Abdel~Aty M, Huan M, Jia B, Peng Y C. The effects of traffic wardens on the red~light infringement behavior of vulnerable road users [J]. Transportation Research Part F, 2016, 37: 52~63. SSCI
2. Yang X B*, Abdel~Aty M, Huan M, Peng Y C, Gao Z Y. An accelerated failure time model for investigating pedestrian crossing behavior and waiting times at signalized intersections [J]. Accident Analysis & Prevention, 2015, 82: 154~162. SSCI
3. Yang X B*, Huan M, Abdel~Aty M, Peng Y C, Gao Z Y. A hazard~based duration model for analyzing crossing behavior of cyclists and electric bike riders at signalized intersections [J]. Accident Analysis & Prevention, 2015, 74: 3~41. SSCI
4. Huan M, Yang X B*. A Reliability~Based Analysis of Bicyclist Red~Light Running Behavior at Urban Intersections [J]. Discrete Dynamics in Nature and Society, 2015, Article ID 794080, 1~7. SCI
5. Huan M, Yang X B*. Waiting Endurance Time Estimation of Electric Two Wheelers at Signalized Intersections [J]. The Scientific World Journal, 2014, Article ID 702197, 1~8. SCI
6. Tang T Q, Wang Y P, Yang X B, et al. A Multilane Traffic Flow Model Accounting for Lane Width, Lane~Changing and the Number of Lanes [J]. Networks and Spatial Economics, 2014, 14: 465~483. SCI
7. Tang T Q, Li J G, Huang H J, Yang X B. A car~following model with real~time road conditions and numerical tests [J]. Measurement, 2014, 48, 63~76. SCI
8. Tang T Q, Caccetta L, Wu Y H, Huang H J, Yang X B. A macro model for traffic flow on road networks with varying road conditions [J]. Journal of Advanced Transportation, 2014, 48: 304~317. SCI
9. Yang X B*, Huan M, Gao Z Y. Car Delay Model near Bus Stops with Mixed Traffic Flow [J]. Journal of Applied Mathematics, 2013, Article ID 437637, 1~6. SCI
10. Huan M, Yang X B*, Jia B. Crossing reliability of electric bike riders at urban intersections [J]. Mathematical Problems in Engineering, 2013, Article ID 108636, 1~8. SCI
11. Tang T Q, Li P, Yang X B*. An extended macro model for traffic flow with consideration of multi static bottlenecks [J]. Physica A, 2013, 392: 3537~3545. SCI
12. Tang T Q, Shi W F, Yang X B, et al. A macro traffic flow model accounting for road capacity and reliability analysis [J]. Physica A: Statistical Mechanics and its Applications, 2013, 392: 6300~6306. SCI
13. Yang X B*, Huan M, Si B F, Gao L, Guo H W. Crossing at a Red Light: Behavior of Cyclists at Urban Intersections [J]. Discrete Dynamics in Nature and Society, 2012, Article ID 490810, 1~12. SCI
14. Yang X B*, Gao Z Y, Guo H W, Huan M. Survival analysis of car travel time near a bus stop in developing countries [J]. Science in China Series E, 2012, 55, 2355~2361. SCI
15. Yang X B*, Si B F, Huan M. Mixed traffic flow modeling near Chinese bus stops and its applications [J]. Journal of Central South University, 2012, 19, 2697~2704. SCI
16. Tang T Q, Yang X B, Wu Y H, Caccetta L, Huang H J. A multilane traffic flow model with lane width and the number of lanes [J]. Chinese Physics Letters, 2012, 29: 98903. SCI
17. Tang T Q, Wang Y P, Yang X B, Wu Y H. A new car~following model accounting for varying road conditions [J]. Nonlinear Dynamics, 2012, 70, 1397~1405. SCI
18. Si B F, Zhong M, Yang X B, Gao Z Y. Modeling the congestion cost and vehicle emission within multimodal traffic network under the condition of equilibrium [J]. Journal of Systems Science and Systems Engineering, 2012, 21: 385~402. SCI
19. Si B F, Yan X D, Sun H J, Yang X B, Gao Z Y. Travel Demand~Based Assignment Model for Multimodal and Multiuser Transportation System [J]. Journal of Application Mathematics, 2012, Article ID 592104, 1~22. SCI
20. Guo H W, Gao Z Y, Yang X B, Zhao X M, Wang W H. Modeling travel time under influence of on~street parking [J]. Journal of Transportation Engineering, 2012, 138, 229~235. SCI
21. Gao L, Si B F, Yang X B, Sun H J, Gao Z Y. A matrix method for finding last common Nodes in origin~based traffic assignment problem [J]. Physica A, 2012, 391, 285~290. SCI
22. Yang X B*, Huan M, Guo H W, Gao L. Car travel time estimation near a bus stop with non~motorized vehicles [J]. International Journal of Computational Intelligent Systems, 2011, 6, 1350~1357. SCI
23. Si B F, Zhong M, Yang X B, Gao Z Y. Urban transit assignment model based on augmented network with in~vehicle congestion [J]. Journal of Systems Science and Systems Engineering, 2011, 20, 155~172. SCI
24. Yang X B*, Gao Z Y, Si B F, Gao L. Car capacity near bus stops with mixed traffic derived by additive~conflict~flows procedure [J]. Science in China Series E, 2011, 54, 733~740. SCI
25. Si B F, Zhang H Y, Zhong M, Yang X B. Multi~criterion system optimization model for urban multimodal traffic network [J]. Science in China Series E, 2011, 54, 947~954. SCI
26. Guo H W, Gao Z Y, Yang X B, Jiang X B. Modeling pedestrian violation behavior at signalized crosswalk in China: a hazards~based duration approach [J]. Traffic Injury Prevention, 2011, 12, 96~103. SCI
27. Yang X B, Gao Z Y, Zhao X M, Si B F. Road capacity at bus stops with mixed traffic flow in China [J]. Transportation Research Record: Journal of the Transportation Research Board, 2009, 2111: 18~23. SCI
28. Yang X B. A lane~changing model considering the maneuver process and its applications [J]. Acta Physica Sinica, 2009, 58, 142~148. SCI
中国优选法统筹法与经济数学研究会高等教育管理分会理事 (2018-2023)
世界交通运输大会(WTC)执委会(运输规划-需求分析-运输网络模型与分析)委员 (2017-2019)
国家自然科学基金通讯评议人,《Accident Analysis & Prevention 》、《Transportation Research Part F》、《Transport Policy》、《Transportmetrica A: Transport Science》、《Traffic Injury Prevention》、《Journal of Advanced Transportation》、《Journal of Intelligent Transportation Systems》、《IET Intelligent Transport Systems》、《International Journal of Modern Physics C》、《Mathematical Problems in Engineering》、《Discrete Dynamics in Nature and Society》、《Advances in Mechanical Engineering》等SCI/SSCI学术期刊审稿人。

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