个人简介
北京航空航天大学交通科学与工程学院教授,硕士生导师、博士生导师,教育部智能交通技术与系统重点实验室主任,交通部综合交通大数据应用技术国家工程实验室、交通运输部北航交通强国试点智能交通管控与车路协同方向负责人。
2022年获得国家杰出青年科学基金,并先后入选教育部新世纪人才支持计划、辽宁省高等学校优秀/杰出青年支持计划、首批中国公路学会国际公路交通科技领军人才。受邀担任世界交通运输大会(WTC)交通设施规划学科技术委员会主席、中国交通运输协会青年科技工作者委员会常务委员。
多年来一直从事城市公交系统优化、智能交通、高性能计算等方面的研究工作,主持国家重点研发计划项目课题、国家自然科学基金联合基金大数据项目课题、国家自然科学基金面上项目以及多项省部级科研项目。以第一完成人获全国商业科技进步一等奖1项、教育部自然科学二等奖1项。
在国际学术影响力方面,担任Transportation Research Part E、ICE–Transport等4个SCI/SSCI检索期刊编委,入选2020/2021/2022爱思唯尔中国高被引学者、2021年斯坦福大学前2%科学家。曾在TR A/B/C/D/E、IEEET-ITS等SCI/SSCI期刊发表论文100余篇,发表论文SCI他引超过3000次,其中,1篇论文被评为2012年中国百篇最具国际影响的学术论文之一,13篇论文被选为ESI高被引论文,1篇论文被选入2018年度交通运输部交通运输重大科技创新成果库。
教育经历
2008.4 -- 2012.10 大连海事大学 交通运输管理学院 博士后
2000.9 -- 2003.7 吉林大学 交通信息工程及控制 硕士学位
2010.3 -- 2010.9 香港理工大学 土木与结构工程系 研究员
1996.9 -- 2000.7 吉林工业大学 交通工程 学士学位
2013.10 -- 2016.6 北京交通大学 交通运输工程学院 博士后
2003.9 -- 2006.10 大连理工大学 计算机应用技术专业 博士学位
工作经历
2006.10 -- 2013.5 大连海事大学 交通运输管理学院 讲师,副教授
2013.6 -- 2016.6 大连海事大学 交通运输管理学院 教授
2016.6 -- 至今 北京航空航天大学 交通科学与工程学院 交通运输系,教授
研究领域
城市公共交通
交通大数据挖掘
交通态势演化规律及可靠性
计算智能与高性能计算
近期论文
查看导师新发文章
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YU, Bin, Huaizhu Wang, Wenxuan Shan, Yao Baozhen (2018); Prediction of Bus Travel Time Using Random Forests Based on Near Neighbors. Computer-Aided Civil and Infrastructure Engineering, 33(4): 333-350.
Yao B., Chen C., Cao Q., Jin L., Zhang M., Zhu H., Bin YU* (2017). Short-term traffic speed prediction for an urban corridor. Computer-Aided Civil and Infrastructure Engineering, 32(2): 154-169.
YU, Bin, YANG, Zhong-Zhen, LI Shan (2012). Real-Time Partway Deadheading Strategy Based on Transit Service Reliability Assessment. Transportation Research Part A, 46(8): 1265–1279.
Peng, Zixuan, Shan, Wenxuan, Guan, Feng, YU, Bin* (2016). Stable vessel-cargo matching in dry bulk shipping market with price game mechanism. Transportation Research Part E, 95, 76-94.
Yu, Bin, Yang, Zhongzhen (2011). An ant colony optimization model: The period vehicle routing problem with time windows. Transportation Research Part E, 47(2): 166-181.
YU, Bin, YANG, Zhong-Zhen, JIN, Peng-Huan, WU, Shan-Hua, YAO, Bao-Zhen (2012). Transit route network design-maximizing direct and transfer demand density. Transportation Research Part C, 22: 58-75.
Yu B, Kong L, Sun Y, et al. (2015). A bi-level programming for bus lane network design. Transportation Research Part C: Emerging Technologies, 55: 310-327.
Yu, Bin, Lam, William H.K, Tam, Mei Lam (2011). Bus Arrival Time Prediction at Bus Stop with Multiple Routes. Transportation Research Part C, 19(6): 1157-1170.
Yu, Bin, Dusan Teodorovic, Zhongzhen Yang (2014). Introduction to the Special Issue on "Nature-Inspired Optimization Techniques in Transport Planning and Operation". Transportation Research Part C, 43: 231-232.
Yu, Bin, Yang, Zhongzhen, Yao, Baozhen (2009). An Improved Ant Colony Optimization for Vehicle Routing Problem. European Journal of Operational Research, 196(1): 171-176.
Yu, Bin, Yang, Zhongzhen, Xie, Jingxin (2011). A Parallel Improved Ant Colony Optimization for Multi-depot Vehicle Routing Problem. Journal of the Operational Research Society, 62(1): 183-188.
Yao B.Z., Bin YU*, Hu P., Gao J.J., Zhang M.H. (2016). An improved particle swarm optimization for carton heterogeneous vehicle routing problem with a collection depot. Annals of Operations Research, 242(2): 303-320.
Zhang L., Wang Y.P., Sun J., Bin YU* (2016). The Sightseeing Bus Schedule Optimization under Park and Ride System in Tourist Attractions. Annals of Operations Research, In press, doi:10.1007/s10479-016-2364-4.
Yu, Bin, Zhu Hanbing, Cai Wanjun, Ma Ning, Yao Baozhen (2013). Two-phase Optimization Approach to Transit Hub Location-the Case of Dalian. Journal of Transport Geography, 33: 62-71.
Yu, Bin, Zixuan Peng, Zhihui Tian, Baozhen Yao (2017). Sailing speed optimization for tramp ships with fuzzy time window. Flexible Services and Manufacturing Journal, In press. DOI: 10.1007/s10696-017-9296-4.
Yu B., Li T., Kong L., et al. (2015). Passenger boarding choice prediction at a bus hub with real-time information. Transportmetrica B: Transport Dynamics, 3(3): 192-221.
Yu, Bin, Yang, Zhongzhen, Yao, Baozhen (2011). A Hybrid Algorithm for Vehicle Routing Problem with Time Windows. Expert Systems with Applications, 38(1): 435-441.
Yu, Bin, Yang, Zhongzhen, Sun, Xueshan, Yao, Baozhen, Zeng, Qingcheng, Jeppesen, Erik (2011). Parallel Genetic Algorithm in Bus Route Headway Optimization. Applied Soft Computing, 11(8): 5081-5091.
Yu, Bin, Xiaolin SONG, Zhiming YANG, Baozhen YAO (2016). k-Nearest Neighbor Model for Multiple-Time-Step Prediction of Short-Term Traffic Condition. Journal of Transportation Engineering-ASCE, 142(6): 04016018.
Yu, Bin, Ting Ye, Xiao-Mei Tian, Guo-bao Ning, Shi-Quan Zhong (2014). Bus Travel-Time Prediction with Forgetting Factor. Journal of Computing in Civil Engineering, 28(3), 06014002.
学术兼职
Transportation Research Part E编委
ICE–Transport编委
Neural Network World编委
Scientia Iranica编委