RESEARCH ACTIVITIES

PEER-REVIEWED JOURNAL PAPERS

1. Zhenning Li, Hao Yu, Guohui Zhang*, 2019. A Bayesian Vector Autoregression-Based Data Analytics Approach to Enable Irregularly-Spaced Mixed-Frequency Traffic Collision Data Interpretations with Missing Values. Transportation Research Part C: Emerging Technologies. Accepted.

2. Zhenning Li, Hao Yu, Guohui Zhang*, Xiaofeng Chen, David Ma, 2019. Tsunami-induced traffic evacuation strategy optimization. Transportation Research Part D: Transport and Environment. Accepted.

3. Zhenning Li, Qiong Wu, Cong Chen, Hao Yu, Guohui Zhang*, Zong Tian, Panos Prevedouros, 2019. Temporal-spatial dimension extension-based autonomous intersection control formulation for driverless vehicle systems. Transportation Research Part C: Emerging Technologies. Vol. 104, pp. 234-248.

4. Zhenning Li, Qiong Wu, Yusheng Ci, Cong Chen, Xiaofeng Chen, Guohui Zhang*, 2019. Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes. Accident Analysis and Prevention. Vol. 129, pp. 230-240.

5. Zhenning Li, Xiaofeng Chen, Yusheng Ci, Cong Chen, Guohui Zhang*, 2019. Estimating alcohol/drug impaired-driving related crash frequency by severity: a hierarchical Bayesian spatiotemporal random parameters approach. Analytic Methods in Accident Research. Vol. 21, pp. 44-61.

6. Zhenning Li, Yusheng Ci, Cong Chen, Guohui Zhang*, Qiong Wu, Zhen (Sean) Qian, Panos Prevedouros, David T. Ma, 2019. Investigation of driver injury severities in rural single-vehicle crashes under rain conditions using mixed logit and latent class models. Accident Analysis and Prevention. Vol. 124, pp. 219-229.

7. Zhenning Li, Cong Chen, Yusheng Ci, Guohui Zhang*, Qiong Wu, Cathy Liu, Zhen (Sean) Qian, 2018. Examining driver injury severity in intersection-related crashes using cluster analysis and hierarchical Bayesian models. Accident Analysis and Prevention. Vol.120, pp.139-151.

8. Zhenning Li, Cong Chen, Qiong Wu, Guohui Zhang*, Cathy Liu, Panos D. Prevedouros, David T. Ma, 2018. Exploring driver injury severity patterns and causes in low visibility related single-vehicle crashes using a finite mixture random parameters model. Analytic Methods in Accident Research. Vol. 20, pp. 1-14.

9. Shumin Feng, Zhenning Li*, Xianglong Sun, 2016. Analysis of Bus Fires Using Interpretative Structural Modeling. Journal of Public Transportation. Vol. 19, No. 3, pp. 1-18.

10. Shumin Feng, Zhenning Li, Yusheng Ci*, Guohui Zhang, 2016. Risk factors affecting fatal bus accident severity: Their impact on different types of bus drivers. Accident Analysis and Prevention. Vol. 86, pp. 29-39.

11. Hao Yu, Xiaofeng Chen, Zhenning Li, Guohui Zhang*, Pan Liu, Jinfu Yang, Yin Yang, 2019. Taxi-based mobility demand formulation and prediction using conditional generative adversarial network-driven learning approaches. IEEE Intelligent Transportation Systems Transactions.

12. Xianglong Sun*, Hu Zhao, Shumin Feng, Zhenning Li, 2018. Bus drivers’ mood states and reaction abilities at high temperatures. Transportation Research Part F: Traffic Psychology and Behaviour, Vol. 59 (A), pp.436-444.

13. Hao Yu, Pan Liu, Zhenning Li, Guohui Zhang*, Ziyuan Pu, 2019. Quantifying significance of young traveler characteristics in travel mode choices impacted by e-hailing services. Journal of Transportation Engineering, Part A: Systems. Accepted.

14. Xianglong Sun*, Shumin Feng, Zhenning Li, 2018. An iterative optimization model for hazardous materials transport with demand changes. KSCE Journal of Civil Engineering. Vol. 22, No. 1, pp. 292-297.

15. Xianghao Shen, Shumin Feng*, Zhenning Li, Baoyu Hu, 2016. Analysis of bus passenger comfort perception based on passenger load factor and in-vehicle time. SpringerPlus. Vol. 5, No. 1, pp. 62.

16. Shumin Feng, Haiyue Wu*, Xianglong Sun, Zhenning Li, 2016. Factors on perceived waiting time and implications on passengers’ satisfaction with waiting time. PROMET-Traffic and Transportation. Vol. 28, No. 2, pp. 155-163.

JOURNAL ARTICLES UNDER REVIEW

17. Zhenning Li, Hao Yu, Guohui Zhang*, David Ma, Jun Wang, Sep. 2019. A multi-agent deep reinforcement learning for networkwide traffic signal control. Submitted to Transportation Research Part C: Emerging Technologies.

18. Zhenning Li, Guohui Zhang*, Jun. 2019. A generic model for passenger evacuation in transit buses under internal fire emergency situations. Submitted to Transportation Research Part B: Methodology.

19. Hao Yu, Zhenning Li, Pan Liu, Guohui Zhang*, May. 2019. A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence. Submitted to Analytic Methods in Accident Research.

20. Zhenning Li, Xiaofeng Chen, Hao Yu, Guohui Zhang*, Apr. 2019. Optimal pricing strategy for a self-driving ride-hailing mobility service platform. Submitted to Transportation Research Part E: Logistics and Transportation Review.

21. Hao Yu, Zhenning Li, Pan Liu, Guohui Zhang*, Tianwei Ma, Extracting and predicting taxi hotspots in spatiotemporal dimensions using conditional generative adversarial networks. Mar. 2019. Submitted to Transportation Research Part C: Emerging Technologies.

CONFERENCE PAPERS AND PRESENTATIONS

22. Zhenning Li, Yusheng Ci, Cong Chen, Guohui Zhang*, David T. Ma, Jan. 2019. A spatio-temporal Bayesian hierarchical approach to analyze alcohol/drug impaired-driving related traffic crashes by severity. The 98th Annual Meeting of Transportation Research Board, Washington, D.C.

23. Hao Yu*, Pan Liu, Zhenning Li, Guohui Zhang, Hui Shen, Jan. 2019. Exploring factors affecting young travelers’ mode choice considering e-hailing service. The 98th Annual Meeting of Transportation Research Board, Washington, D.C.

24. Zhenning Li, Hao Yu, Guohui Zhang*, Panos Prevedourous. Oct. 2018. Autonomous intersection control formulation and optimization enabled by connected and autonomous vehicles. Region 10 Transportation Conference, Fairbanks, AK.

25. Zhenning Li, Hao Yu, Guohui Zhang*, Panos Prevedourous. Oct. 2018. Analysis of risk factors and their impacts on injury severity at tribal reservations with a modified random parameters model. Region 10 Transportation Conference, Fairbanks, AK.

26. Zhenning Li, Guohui Zhang*, Panos Prevedourous, Jul. 2018. Reinforcement learning-based adaptive intersection control in autonomous vehicle environment. ASCE International Conference on Transportation and Development, Pittsburgh, PA.

27. Zhenning Li, Cong Chen, Guohui Zhang*, Cathy Liu, Panos D Prevedouros, David T Ma, Qiong Wu, Jan. 2018. Examining driver injury severity in low visibility related crashes using a finite mixture random parameters model. The 97th Annual Meeting of Transportation Research Board, Washington, D.C.

28. Zhenning Li, Yusheng Ci, Cong Chen, Guohui Zhang*, Qiong Wu, Zhen Sean Qian, Panos D Prevedouros, David T Ma, Jan. 2018. An empirical assessment and investigation of the driver injury severities in rain-related rural single-vehicle crashes using mixed and latent-class logit models. The 97th Annual Meeting of Transportation Research Board, Washington, D.C.

29. Zhenning Li, Cong Chen, Qiong Wu, Guohui Zhang*, Haizhong Wang, Panos D. Prevedouros, Tianwei Ma, Mar. 2017. Critical path identification for traffic infrastructure resilience enhancement impacted by natural hazards. 2017 PRiMO Conference--Navigating Towards Security and Sustainability. Honolulu, HI.

30. Xianglong Sun*, Shumin Feng, Zhenning Li, Jan. 2017. Influence of temperature on bus driver mood state, reaction ability, and at-fault accident risk. The 96th Annual Meeting of Transportation Research Board, Washington, D.C.

31. Shumin Feng, Zhenning Li*, Xianglong Sun, Jan. 2016. What leads to transit bus fires? A China study. The 95th Annual Meeting of Transportation Research Board, Washington, D.C.

32. Shumin Feng, Zhenning Li*, Xianglong Sun. Jul. 2015. Analysis of bus fatal accident. International Conference on Transportation Engineering. China.

33. Shumin Feng, Zhenning Li*, Xianglong Sun. Aug. 2015. Analysis of bus fire accident and its contributing factors. The 5th International Conference on Civil Engineering and Urban Planning. China.

PATENTS

1. Shumin Feng, Zhenning Li, Yusheng Ci, Haiyue Wu, Xianglong Sun, 2015. Real-time bus scheduling system based on GPS. China Patent.

2. Shumin Feng, Hu Zhao, Xianglong Sun, Zhenning Li, 2015. A method of calculating bus passengers’ OD based on IC card data and GPS. China Patent.

3. Shumin Feng, Shuni Zheng, Yusheng Ci, Xianglong Sun, Zhenning Li, Hu Zhao, 2015. A method of bus priority control strategy selection. China Patent.

4. Shumin Feng, Jiafa Zhao, Yusheng Ci, Xianglong Sun, Zhenning Li, Hu Zhao, 2015. A tracing trolley priority control method considering non-priority phase social vehicle and bus delay increase upper limit. China Patent.

RESEARCH PROJECTS

1. DUI Tracking System Development for Extracting Impaired Driving Patterns in Hawaii based on Integrated Multi-Source Data. Hawaii Department of Transportation, 2019-2020. Core Researcher.

2. Statewide Highway Shoreline Protection Study: Preliminary Field Investigation, Rankings and Recommendations. Hawaii Department of Transportation, 2018-2020. Core Researcher.

3. Statewide Pavement Management Program. Hawaii Department of Transportation, 2018-2019. Core Researcher

4. Center for Safety Equity in Transportation (CSET): serving Rural, Isolated, Tribal, and Indigenous Communities. University Transportation Center, U.S. DOT, 2017-2022. Core Researcher.

5. Crash Severity Formulation and Analysis under Extreme Weather Conditions. The Southern Plains Transportation Center and New Mexico Department of Transportation, 2016.

6. Investigate Traffic Operation Efficiency and Safety Performance of Autonomous Vehicle-enabled Intersection Control Strategies. The Safety and Operations of Large-Area Rural/Urban Intermodal Systems (SOLARIS) Institute, Tier 1 University Transportation Center and University of New Mexico, 2016

7. Multi-mode Bus Network Resource Allocation Optimization Technology. Chinese National Programs for High Technology Research and Development, 2014-2016. Core Researcher.

8. Research on Key Technologies of Urban and Rural Passenger Transport Integration Planning in Western Region. Ministry of Transportation in China, 2014.

9. Multi-dimensional Traffic State Perception based on Traveler's Perspective. Chinese National Programs for High Technology Research and Development, 2014.

10. Heilongjiang Province Traffic Evaluation Impact Guide. Heilongjiang Province Applied Technology Research and Development Plan Project, 2014-2016.