Li, Yan Professor

• Department: Department of Traffic Engineering
• Gender: male
• BirthDate:
• Career: Professor
• Degree: Ph. D.
• Academic Credentials:
• Graduate School: Southeast University
• Tel: 029-82334080
• Email: lyan@chd.edu.cn
• Address School: Middle Section of the 2nd Ring Road(South bound), Changan Unniversity
• PostCode School: 710064
• Fax School:
• Office Location: 532 College of Transportation Engineering
• Education experience:

  
  

  B.S. 2002.8-2006.6

  Traffic Engineering, School of Transportation, Southeast University, China

  Ph. D. 2006.8-2011.6

  Transportation Engineering, School of Transportation, Southeast University, China

  Joint PhD Student 2008.9-2009.9

  Transportation Engineering, Department of Civil and Environmental Engineering, Virginia Tech, USA.

  
  

Research Interest

Traffic signal control, Intelligent transportation system, Traffic information analysis, Driving behaivor and safety, Traffic flow theory, Mass transit system.

Graduate Courses

ŸRoad Capacity Analysis (Fall 2014, 2 credits)

ŸTravel Behavior Analysis (Spring 2014-2016, Fall 2016, 2 credits)

ŸTraffic System Simulation (Spring 2015, 2 credits)

ŸAdvanced Traffic Signal Control (Spring 2016-2017, 2019-2023, 2 credits, in English)

ŸTraffic Signal Control (Spring 2015-2017, additional courses)

Undergraduate Courses

ŸTraffic Engineering (Fall 2012-2014, 2020，2 credits)

    Link of MOOC: https://coursehome.zhihuishu.com/courseHome/1000003422#teachTeam (in Chinese)

     Textbook：https://item.jd.com/12605086.html (in Chinese)

ŸIntelligent Transportation System (Fall 2014, 2 credits)

ŸTraffic Information Technology and Traffic Simulation (Fall 2012-2016, 2 credits)

ŸTraffic System Analysis (Spring 2013-2017, 2 credits)

ŸIntroduction to Urban Rail Transit System (Fall 2016,2018 2 credits, Bilingual Program)

ŸTraffic Simulation (Fall 2018, 2 credits)

ŸTraffic System Simulation and Evaluation (Fall 2018-2022, 2 credits)

     Link of MOOC: https://www.icourse163.org/course/CHD-1464037176 (in Chinese)

ŸTraffic System Simulation and Evaluation (Spring 2023, 2 credits, Bilingual Program)

ŸPublic Transit System (Fall 2019-2021，2 credits, Bilingual Program)

ŸTraffic Safety (Spring 2019-2022，Fall 2022，2 credits, Bilingual Program)

 Operation Research and Traffic System Analysis(Spring 2019-2023，3 credits)

 Introduction of Transportation System (MOOC)

     Link of MOOC: https://coursehome.zhihuishu.com/courseHome/1000000198#teachTeam (in Chinese)

Principal Investigator, “Optimization of traffic signal coordination for intersection group with pre-signal” 2015-2017, No. 51408049, National Nature Science Foundation of China.

Principal Investigator, “Detection of ultimate interchange spacing of multi-lane expressway and related traffic management measures” 2016-2018, No. 2016M590914, China Postdoctoral Science Foundation funded project.

Principal Investigator, “Research on traffic information detection for modern traffic signal control in vehicle infrastructure cooperative environment”,2015-2016, No. 2015JQ5167, Natural Science Basic Research Plan in Shaanxi Province of China.

Principal Investigator, “Optimization of the traffic design and signal coordination for intersection group under multi-level heterogeneous traffic flow environment”,2016-2017, No. 310821161011, The Fundamental Research Funds for the Central Universities.

Principal Investigator, “Network traffic state recognition facing advanced traffic signal control”,2013-2014, No. 2013G1211005, The Fundamental Research Funds for the Central Universities.

Principal Investigator, “Construction of Bilingual Master Program for Course Advanced Traffic Signal Control”,2016, No. jgy16045, The Fundamental Teaching Research Funds for the Central Universities (Excellent Graduated Student Training Program).

Co-Principal Investigator, “Reasonable route set generation of urban multi-modal transport based on behavior threshold”. 2012-2015, No. 51208054, National Nature Science Foundation of China

Co-Principal Investigator, “Optimization of multi-level multiple urban rail transit network at metropolitan area”. 2016-2018, No. 2016JM5063, Natural Science Basic Research Plan in Shaanxi Province of China.

Principal Investigator, “Xi’an transport development annual report 2014”, 2015, Xi’an municipal commission of transport.

Principal Investigator, “Comprehensive design on transportation system of Xiaozhai area”, 2013, Xi’an municipal commission of transport.

Principal Investigator, “Xi’an transport development annual report 2012”, 2013, Xi’an municipal commission of transport.

Principal Investigator, “Feasibility study on the construction of the modern tram system in Xixian new area”, 2014, Administrative Committee of Xixian new area.

Principal Investigator, “TIA of the parking facilities of south gate area”, 2014, Administrative Committee of Xi’an City Wall.

Co-Principal Investigator, “Resident trip survey of Xi’an(2015)”, 2015-2016, Xi’an Metro.

Co-Principal Investigator, “Comprehensive Transportation Planning of Xi'an International Trade and Logistics Park(2015-2035)”, 2015, Xi'an International Trade and Logistics Park.

Co-Principal Investigator, “Planning of Xi’an urban metro network (Revision Edition)”, 2014, Xi’an Metro.

Co-Principal Investigator, “Improvement of the cycling system and its facilities in Xi’an”, 2014, Xi’an municipal commission of transport.

Co-Principal Investigator, “Improvements of the parking facilities of Xi’an’s communities”, 2014, Xi’an municipal commission of transport.

Co-Principal Investigator, “Planning of the modern tram network in Xixian new area”, 2014, Xi’an municipal commission of transport.

Books

1.Li Yan, Guo Xiucheng. Traffic status identification and signal control for oversaturated intersection group. Nanjing, Southeast University Press. 2012. (In Chinese)

https://item.jd.com/10999057.html

2.Li Yan, Wang Yonggang. Traffic engineering. Beijing, China Communications Press. 2019. (In Chinese)

https://item.jd.com/12605086.html

Selected journals and conference proceedings

66.Xu Jinhua, Li Yuran, Lu Wenbo, Wu Shuai, Li Yan.A heterogeneous traffic spatio-temporal graph convolution model for traffic prediction. Physica A: Statistical Mechanics and its Applications, 2024, 641: 129746. (SCI, Correspondence author)

65.Zong Ting, Li Yan, Qin Yanyan. Enhancing stability of traffic flow mixed with connected automated vehicles via enabling partial regular vehicles with vehicle-to-vehicle communication function. Physica A: Statistical Mechanics and its Applications, 2024, 129750. (SCI, Correspondence author)

64.Xu Jinhua, Luo Yikai, Li Yuran, Li Yan. Prediction of rail passenger flow based on time-frequency decomposition and deep learning. Journal of Shandong University (Engineering Science). 2024, 52(2): 60-68. （CSCD, Correspondence author, in Chinese）

63.Li Yan, Liang Shujuan, Liu Linjian, Shao Jin, Wang Fan.  Prediction of bicycle trajectory considering stressful avoidance behavior. Transportation Systems Engineering and Information Technology. 2024. （EI, Accepted， in Chinese）

62.Li Yan, Xu Jinhua, Li Yuran, Xue Yubing, Yao Zhenxing. Estimation and prediction of freeway traffic congestion propagation using tagged vehicle positioning data. Transportmetrica B: Transport Dynamics. 2024, 12(1): 2297143. (SCI)

61.Shao Jin, Liu Linjian, Sun Zhenwei, Liang Shujuan, Xu Jinhua, Li Yan. A method for predicting the trajectory of non-motorized vehicles considering stressful behaviors. TRB Annual Meeting 2024, 2024.1, Washington DC, Transportation Research Board. (Accepted, Correspondence author)

60.Li Yan, Chen Jianghui, Zeng Mingzhe, Xu Jinhua, Wang Fan. Identification of traffic operation status in freeway weaving segments considering weather effects. Journal of Transportation Systems Engineering and Information Technology. 2023, 23(6):111-119. （EI, In Chinese）

59.Li Yan, Wang Taizhou, Xu Jinhua, Chen Jianghui, Wang Fan. Traffic demand prediction method based on deep learning for dynamic traffic assignment. Journal of Transportation Systems Engineering and Information Technology. 2024, 24(1):115-123.（EI, In Chinese）

58.Wang Taizhou, Xu Jinhua, Chen Jianghui, Li Yan. A short term passenger flow prediction method for urban rail transit considering station classification. Computer Engineering and Application. 2023. （CSCD， Accepted, Correspondence author）

57.Nan Yanzhou, Ke Hui, Zhu Caihua, Yao Zhenxing, Li Yan. A driving risk assessment method at intersection using driver's ECG data. China Safety Science Journal, 2023, 33(2): 185-193. （CSCD, Correspondence author, in Chinese）

56.Li Yuran, Wang Fei, Zhu Caihua, HanFei, Li Yan. A chain-effect utility study of factors influencing residents' commuting mode choice in polluted weather. Journal of Jilin University(Engineering and Technology Edition). 2023.（Accepted，EI, Correspondence author, in Chinese）

55.Li Yan, Li Yuran, Wang Fan. Teaching Reform and Practice of Traffic System Simulation and Evaluation under the Background of Internet+Education with Case Throughout. Logistics Sci-Tech, 2023, 46(13): 179-181. （in Chinese）

54.Li Yan, Li Yuran, Wang Yonggang, Peng Hui, Bai Qiang. The cultivation mode for international students in China majoring in transportation from the perspective of opening up education in the new era. The Guide of Science & Education (Electronic Edition), 2023(3): 13-15. （in Chinese）

53.HanFei, Wang Jian, Huang Lingli, Li Yan, He Liu. Modeling impacts of implementation policies of tradable credit schemes on traffic congestion in the context of traveler’s cognitive illusion. Sustainability, 2023, 15(15): 11643. (SCI)

52.Fang Xinyi, Lu Linjun, Li Yan, Hong Yilin. A Driver-Pressure-State-Impact-Response study for urban transport resilience under extreme rainfall-flood conditions. Transportation Research Part D: Transport and Environment. 2023, 121: 103819. (SCI)

51.Xu Jinhua, Lu Wenbo, Li Yuran, Zhu Caihua, Li Yan. A multi-directional recurrent graph convolutional network model for reconstructing traffic spatiotemporal diagram. Transportation Letters, 2023, 1-11. (SCI, accepted, Correspondence author)

50.Caihua Zhu, Yubing Xue, Yuran Li, Zhenxing Yao, Yan Li. Assessment of Particulate Matter Inhalation During the Trip Process with the Considerations of Exercise Load. Science of the Total Environment.2023, 866: 161277. (SCI, Correspondence author)

49.Xu Jinhua, Wang Fei, Han Fei, Li Yan. A path planning algorithm for multi vehicles coordinated plant protection UAVs. Journal of Northeastern University (Natural Science). (Accepted，EI, Correspondence author)

48.Chen Guizhen, Cheng Huiting, Zhu Caihua, Li Yuran, Li Yan. A risk evaluation method for urban intersections considering drivers' physiological information. Journal of Jilin University(Engineering and Technology Edition).（Accepted，EI, Correspondence author）

47.Li Yan, Nan Sirui, Guo Yue, Zhu Caihua, Li Duo. Detection and analysis of transfer time in urban rail transit system using WIFI data. Transportation Letters, 2023, 15(7): 634-644. (SCI)

46.Yao Zhenxing, Yang Fei, Guo Yudong, Jin Peter Jing, Li Yan. Trip end identification based on spatial-temporal clustering algorithm using smartphone positioning data. Expert Systems with Applications. 2022, 197: 116734. （Accepted，SCI, Correspondence author）

45.Li Yan, Zeng Mingzhe, Zhu Caihua, Wang Fan, Deng Yajuan. Identification of freeway ramp influence areas based on multi-point loop data. Journal of Transportation Systems Engineering and Information Technology.2022,22(3):53-62. (EI, in Chinese)

44.Zhu Caihua, Zhang Xinyu, Zeng Mingzhe, Han Fei, Li Yan. Characteristics of particulate matter concentration and assessment of human intake under various travel modes. Journal of Transport Information and Safety.2022,40(2):108-115. (CSCD, Correspondence author, in Chinese)

43.Zhu Caihua, Fu Zekun, Liu Linjian, Shi Xuan, Li Yan. Health risk assessment of PM2. 5 on walking trips. Scientific Reports. 2021, 11:19249. (SCI, Correspondence author)

42.Zhu Caihua，Sun Xiaoli，Li Peikun，Zhang Jingchen，Li Yan. Prediction of short-term urban rail transit flow incorpaorating station classification and data noise reduction. Journal of Railway Science and Engineering. 2022, 19(8): 2182-2192（CSCD, Correspondence author, in Chinese）

41.Zhu Caihua，Li Yan，Sun Xiaoli，Xu Jinhua，Fu Zekun. Traffic demand prediction of urban public bicycles with the consideration of land use.Journal of South China University of Technology(Natural Science Edition), 2022, 50(3): 9-20.（EI, Correspondence author, in Chinese）

40.Xu Jinhua, Li Yan, Zhang Yuting. An algorithm to mine the association rules among causes of accident severity at intersection,Journal of Safety and Environment. 2022,22(3):1412-1420.（CSCD, in Chinese）

39.Wang Bo, Ye Mao, Zhu Zhenjun, Li Yan, Liang Qiangsheng, Zhang Jian. Short-Term Passenger Flow Prediction for Urban Rail Stations Using Learning Network Based on Optimal Passenger Flow Information Input Algorithm. IEEE Access.2020, 8: 170742-170753. (SCI)

38.Nan Sirui,Li Yan, Tu Ran, Li Tiezhu. Modelling Lane-Transgressing Behavior of E-bike Riders on Road Sections with Marked Bike Lanes: A Survival Analysis Approach. Traffic Injury Prevention. 2021, 22(2):153-157.(SCI)

37.Zhu Caihua,Sun Xiaoli, Li Yan. Forecast of urban public bicycle traffic demand by station classification. Journal of Jilin University(Engineering and Technology Edition).2021,51(2): 531-540.(EI, Correspondence author,in Chinese)

36.Li Duo, Zhao Yifei, Li Yan. Time-series Representation and Clustering Approaches for Sharing Bike Usage Mining. IEEE Access, 2019, 7: 177856-177863. (SCI, Correspondence author)

35.Wang Fan, Chen Hong, Zhu Caihua, Nan Sirui, Li Yan. Estimating Driving Fatigue at a Plateau Area with Frequent and Rapid Altitude Change. Sensors, 2019, 19, 4982. (SCI, Correspondence author)

34.Li Yan, Nan Sirui, Hu Wenbin, Wang Fan, Chen Kuanmin. Modeling the Lane Transgressing Risk of Electric Bicycle on Marking Separation Road Section. Journal of Chongqing Jiaotong University(Natural Science).2021, 40(2):13-20. (CSCD,in Chinese)

33.Li Yan, Wang Fan, Chen Kuanmin. Planning and Design of Cyclist Greenway System at Historical Urban Area ---A Case Study of Xi’an. Journal of Chang’an University (Social Science Edition). 2020,22(2): 62-70.

32.Li Yan, Nan Sirui, Gong Xiaolin, Ma Rui. A geometric design method for intersections with pre-signal systems using a phase swap sorting strategy. PLoS ONE, 2019, 14(5): e0217741. (SCI)

31.Li Yan, Wang Fan, Ke Hui, Wang Lili, Xu Chengcheng. A Drivers’ Physiology Sensor-based Driving Risk Prediction Method for Lane Changing Process Using Hidden Markov Model. Sensors, 2019, 19, 2670. (SCI)

30.Li Yan, Nan Sirui, Ma Jing, Zhou Wenhui, Chen Kuanmin. Optimization methods for traffic signal control of isolated intersection under rainy weather. Journal of Traffic and Transportation Engineering, 2018, 18(05): 185-194. (EI, In Chinese)

29.Li Yan，Zhang Kaili，Nan Sirui，Chen Kuanmin. Identification of trip characteristics in urban rail transit system using distributed trip information. Journal of Transport Information and Safety, 2018, 36(1):96-102. (In Chinese)

28.Wang Fan, Cheng Huiting, Liu Jian-bei, Li Yan. Eye gaze characteristics of overtaking process in very high altitude area. China Journal of Highway and Transport, 2018, 31(4): 10-17. (EI, Correspondence author, In Chinese)

27.Li Yan, Zhou Wenhui, Nan Sirui, Wang Fan, Chan Kuanmin. Re-design of the cross section of a bicycle lane considering electric bicycles. Proceedings of the Institution of Civil Engineers – Transport, 2017, 170(5): 255–266. (SCI)

26.Li Yan, Zhou Wenhui, Nan Sirui, Chan Kuanmin. Reliability based optimization of construction arrangement for single rail transit work zone. Journal of Transportation Systems Engineering and Information Technology, 2017, 17(5): 250-256. (EI, in Chinese).

25.Li Yan, Hu Wenbin, Zhang Xingyu, Nan Sirui, Zhou Wenhui. Safety physiology characteristics of bicyclists on reverse riding conditions. China Safety Science Journal, 2017, 27(9): 54-59. (in Chinese).

24.Wang Fan, Li Yan, Liu Jian-bei, Li Yuan, Xia Li-pin. Determination of Ultimate Expressway Ramp Spacing Based on GPS Floating Car Speed Data Driven Model. Journal of Highway and Transportation Research and Development, 2016, 33(9): 127-135. (in Chinese, Correspondence author)

23.Wang Dong-wei, Li Hui, LI Yan, Yan Ya-dan.Analysis of road section state correlation and road distance in urban road network[J].Journal of Traffic and Transportation Engineering,2017,17(1): 101-108. (EI, in Chinese).

22.Li Yan-hui, Chen Kuan-min, Ma Jing, Li Yan, Wang Yu-ping.Optimization of tram operation network based on considering traffic demand characteristics[J]. Journal of Traffic and Transportation Engineering,2017,17(6): 64-75. (EI, in Chinese).

21.Li Yan, Cheng Huiting, Chen Hong, Ma Chaoqun. Optimization of the Cultivation Mode for Full-time Professional Master of Engineering Disciplines in China. International Journal of Education and Research, 2016, 4 (12): 277-286.

20.Zhang Chunbo, Guo Xiucheng, Wang Yonggang, Li Yan, Zhang Ning. What leads to severe mountainous freeway crashes in southeast of China?. Technical Gazette, 2016, 23 (6): 1747-1753. (SCI)

19.Li Yan, Wang Fan, Tao Siran, Wu Hanhui, Chen Kuanmin. Determining the width of bicycle facility under multi-level heterogeneous traffic flow environment. The 14th World Conference on Transport Research. 2016, Shanghai, China.

18.Li Yan, Li Ke, Tao Siran, Wan Xia, Chen Kuanmin. Optimization of the design of pre-signal system using improved Cellular Automaton. Computational Intelligence and Neuroscience. vol. 2014, Article ID 926371, 11 pages, 2014 (SCI)

17.Li Pengfei, Li Yan, Guo Xiucheng. A Red-light Running Prevention System Based on Artificial Neural Network and Vehicle Trajectory Data. Computational Intelligence and Neuroscience. vol. 2014, Article ID 892132, 11 pages, 2014  (SCI, Correspondence author)

16.Yu Lijie, Li Yan, Chen Kuanmin. Using spectral clustering for urban rail station classification, Journal of Transport Information and Safety, 2014, 32(1): 122-125.(in Chinese, Correspondence author)

15.Bie Yiming, Liu Zhiyuan, Li Yan, Pei Yulong. Development of a New Platoon Dispersion Model Considering Turning Vehicles in Urban Road Environment. Advances in Mechanical Engineering, vol. 2014, Article ID 279570, 8 pages, 2014. (SCI)

14.Li Yan, Yu Lijie, Tao Siran, Chen Kuanmin. Multi-objective optimization of traffic signal timing at over-saturated intersection. Mathematical Problems in Engineering, vol. 2013, Article ID 182643, 9 pages, 2013. (SCI)

13.Li, Yan, Chen, Kuanmin, Guo, Xiucheng. Impact of stretching-segment on saturated flow rate of signalized intersection using Cellular Automation, Journal of Central South University, 2013, 20(10): 2887-2896. (SCI)

12.Li Yan, Zhao Zhihong, Li Pengfei, Huang Shensen, Chen, Kuanmin. Review of traffic signal control under over-saturated conditions. Journal of Traffic and Transportation Engineering, 2013, 13(4): 116-126. (EI)

11.Li Yan, Guo Xiucheng, Tao Siran, Yang Jie. NSGA-II based traffic signal control optimization algorithm for over-saturated intersection group. Journal of Southeast University (English Edition), 2013, 29(2): 211-216. (EI)

10.Li Yan, Yang Jie, Guo Xiucheng, Yan Yadan. Critical Routes Identification Method at Related Intersections Group Using Wavelet Transform, China Journal of Highway and Transport, 2012, 25(1): 135-140.(In Chinese, EI)

9.Li Yan, Jie Yang, Xiucheng Guo, Ying Liu, Shanglu He. Routes Classification Method at Intersections Group Using Wavelet Transform and Spectrum Analysis. Journal of Southeast University (Natural Science Edition), 2012, 42(1): 168-172. (In Chinese, EI)

8.Li Pengfei, Guo Xiucheng, Li Yan. An ATMS data-driven method for signalized arterial coordination. Journal of Southeast University (English Edition). 2012, 28(2): 229-235. (EI)

7.Yan Yadan, Guo Xiucheng, Li Yan, Kong Zhe, He Ming. Bus Transit Travel Time Reliability Evaluation based on automatic vehicle location Data. Jounal of Southeast University(English Edtion), 2012, 28(1): 100-105. (EI)

6.Yang Jie, Li Yan, Guo Xiucheng. Traffic volume information analysis for urban arteries using dynamic time warping distance. Journal of Chang’an University(Natural Science Edition), 2015, 35(S1): 49-53.

5.Yang Jie, Guo Xiucheng, Li Yan, et al. Modeling route correlation degree of urban signalized intersection group, Journal of Transportation Systems Engineering and Information Technology, 2012, 12(1): 55-62. (In Chinese)

4.Li Yan, Xiucheng Guo, Jie Yang, Ying Liu, Shanglu He. Mechanism Analysis and Implementation Framework for Over-saturated Intersection Group. Journal of Transportation Systems Engineering and Information Technology, 2011, 11(4), 28-34.(EI)

3.Guo Xiucheng, Li Yan, and Yang Jie. Proactive traffic responsive control based on state-space neural network and extended Kalman filter. Journal of Southeast University (English Edition)，2010，26(3), 466-470. (EI)

2.Li Yan, Jia Hou, Xiucheng Guo, Jie Yang, Pengfei Li, A Route Priority Analysis Method for Intersection Group. Transportation Research Board the 91^st Annual Meeting (2012) and Transportation Research Record.

1.Li, Yan, Yang Jie, Guo Xiucheng, Montasir Abbas. Urban Traffic Signal Control Network Partitioning using Self-organizing Maps. TRB 90^th Annual Meeting, 2011.1, Washington DC, Transportation Research Board.

1.Excellent teacher of Chang’an University (2016)

2.Advisor of National Competition of Transport Science and Technology for Students(third prize) (2016)

3.Excellent graduate design guidance teacher of Chang’an University (2012)

4.Advisor of National Competition of Transport Science and Technology for Students(winning prize) (2014)

5.Advisor of Competition of Entrepreneurship for Shaanxi college students (silver award) (2014)

Assistant Professor2011.12-2013.11

Department of Traffic Engineering, School of Highway, Chang’an University, Xi’an

Associate Professor 2013.11-2019.11

Department of Traffic Engineering, School of Highway, Chang’an University, Xi’an

Joint Postdoctoral Researcher 2015.06-2019.05

China Communications Construction First Highway Consultants Co Ltd, Xi’an

Department of Traffic Engineering, School of Highway, Chang’an University, Xi’an

Visiting Scholar 2017.09-2018.09

Department of Civil & Environment Engineering, University of California at Davis, Davis, CA, USA

Professor 2019.11-2020.03

Department of Traffic Engineering, School of Highway, Chang’an University, Xi’an

Professor 2020.04-Present

Department of Traffic Engineering, College of Transportation Engineering, Chang’an University, Xi’an