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Huang helai
Introduction
Helai Huang


Ph.D., Professor of Transportation Engineering,

Director of Urban Transport Research Center

Associate Dean, School of Traffic and Transportation Engineering

Central South University

22 Shao-Shan-Nan Road, Changsha, Hunan, 410075, P.R. China

Phone: +86 18684875075, Email: huanghelai@csu.edu.cn


Academic Background

§ Post-Doc. 2010, Transportation Engineering, University of Central Florida

§ Ph.D. 2007, Transportation Engineering, National University of Singapore

§ M.E., 2003, Civil Engineering, Tianjin University, China.

§ B.E. (First Honor), 2000, Civil Engineering, Tianjin University, China.


Work Experiences

§ 10/2010 – Present, Professor, Central South University, China (a top 20 Univ. in China, a top 5 Transportation school in China)

§ 10/2010 – Present, Funding director, Urban Transport Research Center, Central South University, China

§ 07/2008 – 08/2010, Research Associate & Graduate Faculty Scholar, University of Central Florida

§ 07/2007 – 07/2008, Research Fellow, National University of Singapore, Singapore

§ 03/2007 – 06/2008, Consultant (Part-time), TSM Consultancy PTE LTD. Singapore


Professional Activities

§ Associate Editor: Accident Analysis and Prevention, Elsevier

§ Editorial Board Member: Analytic Method for Accident Research, Elsevier

§ Editorial Board Member: Journal of Traffic and Transportation Engineering, Elsevier

§ Editorial Board Member: Journal of Geography and Regional Planning

§ Editorial Board Member: Journal of Wuhan University of Technology (Transportation edition)

§ Committee Member: USA Transportation Research Board ABJ80 Statistical Methods

§ Committee Member: USA Transportation Research Board ANF10 Pedestrians

§ Executive Committee Member: Young Researcher Chapter of China Transportation Association

§ Committee Member: China ITS Association

§ Chairman: Hunan Association of Intelligent Transportation Systems

§ Chairman of Board: Hunan Urban Transportation Management Evaluation

§ Senior Board Member: Hunan Traffic Engineering Institute

§ Chairman of Organizing Committee, The 14th COTA International Conference of Transportation Professionals, July 2014, Changsha, China.

§ Journal Reviewer (Reviewed about 500 papers since 2007):

- Accident Analysis and Prevention

- Journal of Transportation Research Board

- Safety Science

- Traffic Injury Prevention

- Plos ONE

- IEEE Transactions on Intelligent Transportation Systems

- Transportation Research Part A

- Transportation Research Part C

- Transportation Research Part E

- Journal of Applied Statistics

- Journal of Transportation Safety and Security

- Journal of Advanced Transportation

- Journal of Geography and Regional Planning

- Journal of Materials in Civil Engineering?- ASCE

- Journal of Transportation Engineering – ASCE

- Journal of Intelligent Transportation Systems

- Transportmetrica Part A

- China Journal of Highway and Transport

- Journal of Central South University

- Journal of Tongji University

- Journal of Harbin University

- Journal of South China University of Technology

- National Science Foundation of China


Selected Research Projects as PI

§ The overall development of intelligent transportation system planning and key areas traffic simulation evaluation in Changsha City, Changsha City Construction Committee, 2017.

§ Major equipment improvement program:Traffic big data analysis and simulation experiment platform, 2017.

§ Key Laboratory of smart transportation project in Hunan Province(2016TP1004),2017-2019.

§ Motorcycle traffic safety, Australian government, Executive Endeavour Fellowship, 2016.12-2017.03.

§ Singapore International Transportation Conference, “Wang Kuancheng” Education fund, 2016.

§ Advancing Transportation Systems Analysis by Integrating Safety Evaluation. National Science Foundation of China (International Cooperation), 2016-2019. ¥1000k.

§ Advancing transportation systems analysis by integrating safety evaluation. Creative Project, Central South University. 2015-2017. ¥900k

§ Developing regional crash prediction models toward transportation safety planning, National Science Foundation of China, 2014-2017. ¥575k

§ Development and applications of joint crash prediction models for urban road network, National Science Foundation of China, 2012-2014. ¥250k

§ Efficiency and safety evaluation of urban road network in Changsha- Zhuzhou- Xinagtan metropolitan area. Technology Project of the Ministry of Transport of P.R. China. 2011-2014. ¥300k

§ Theoretical and Technical Development of Transportation Safety Planning, Fok Ying Tong Education Foundation of Hong Kong, 2014-2017. US$20k

§ Urban congestion management and evaluation, Excellent “Hu-Xiang” young researcher funding program, Dept. of S&T, Hunan Province, 2014-2017. ¥100k

§ Transportation Safety Planning. Outstanding Young Researcher Funding, Hunan Province. 2015-2017. ¥200k

§ Road injury analysis and prevention in Changsha-Zhuzhou-Xinagtan metropolitan area. Funded by MOT Institution of Transport Planning and Research, China, 2014-2017. ¥250k

§ Developing advanced spatial analysis tools in transportation safety planning: examining planning zones and trip data. FHWA BAA: Transformational Changes and Revolutionary Advances for Transportation Planning. 2010-2013. US$18k

§ Fundamental Traffic Safety Theories. “Shenghua Program” Professorship funding, Central South University. 2010-2015. ¥1,000k

§ Research on Crash Prediction Modeling. Central South University. ¥50k

§ Bayesian spatial analysis on crash prediction models. China Ministry of Education. 2013-2015. ¥30k


Selected Engineering Consultant Projects as PI

§ Traffic Safety Management and Planning in Xiangtan City, 2018.

§ Parking facilities planning and design in Li county, Changde City, 2018.

§ Traffic Engineering and Intelligent Transportation Design for Baodi District Road in Tianjin, Tianjin Traffic Management Bureau, 2017.

§ Global transportation system planning and smart tourism tourist traffic design in Shaoshan, Shaoshan government, 2017.

§ Parking Planning and Design of Wulingyuan Zhangjiajie, Wulingyuan government, 2017.

§ "Exquisite Xiangtan" urban traffic engineering and intelligent transportation system planning and design, Xiangtan government, 2017.

§ Comprehensive Transportation System Planning and Parking System Special Planning in Yuanjiang City, Yuanjiang government, 2016.

§ Comprehensive transportation system planning, parking system planning and intelligent transportation system design in Jinshi City, Jinshi government, 2016.

§ Research on Safety Management of Hazardous Materials in Tunnel Section of Xuefeng Mountain at Shanghai - Kunming Expressway, Hunan Provincial Expressway Traffic Police Station, 2015.

§ Comprehensive urban transport planning, Nanyue City, Hunan, 2015. ¥400k

§ Exploring survey method of public transit ridership, Foshan City, Guangdong, 2014. ¥789.8k

§ Transportation safety management plan, Yiyang City, Hunan,2014. ¥398k

§ Transportation safety management plan, Changde City, Hunan, 2014. ¥320k

§ Traffic engineering design optimization of Yiyang Avenue, Jingshan Avene and Maliang Avenue, Yiyang City, Hunan, 2013. ¥280k

§ Parking planning of new commercial street of Hengyang City, Hunan, 2013.¥100k

Teaching Course

§ Transportation Systems Analysis(Postgraduate course)

§ Road Safety Engineering(Postgraduate course)

§ Intelligent Transportation Systems (Undergraduate course)

§ Traffic Engineering Foundation (Undergraduate course)

§ Urban Traffic Planning (Undergraduate course)

§ Traffic Engineering Introduction (Undergraduate course)

Research Areas of Interest

§ Road safety engineering

§ Safety statistical modeling

§ Driver behavior and psychology

§ Vehicle safety evaluation

§ Safety-oriented transportation system modeling

§ Intelligent transportation systems


Awards and Honors

§ Outstanding young researcher award of Hunan province, 2010.

§ Outstanding contribution award in transport engineering, Hunan province, 2015.

§ “Shenghua Scholar” Professorship, Central South University, 2010-2015.

§ Research Scholarship, National University of Singapore, 2003 – 2007

Publications
Peer-Reviewed International Journal Articles (SCI/SSCI indexed)

1. Huang H.*, Chin H.C., Heng H.H. (2006). Effect of red light camera on accident risk at intersections. Transportation Research Record 1969, 18-36.

2. Huang H.*, Chin H.C., Haque M.M. (2008). Severity of driver injury and vehicle damage in traffic crashes at intersections: Bayesian hierarchical analysis. Accident Analysis & Prevention, 40(1), 45-54.

3. Haque, M.M.*, Chin H.C., Huang H. (2008). Examining exposure of motorcycles at signalized intersections. Transportation Research Record 2048, 60-65.

4. Huang H.*, Chin H.C. (2009). Disaggregate propensity study of RLR accident using quasi-induced exposure method. ASCE Journal of Transportation Engineering, 135(3), 104-111.

5. Haque, M.M.*, Chin H.C., Huang H. (2009). Modeling fault among motorcyclists involved in crashes. Accident Analysis & Prevention 41(2), 327-335.

6. Huang H.*, Chin H.C., Haque M.M. (2009). Empirical evaluation of alternative approaches in identifying crash hotspots: na?ve ranking, empirical Bayes and full Bayes. Transportation Research Record 2103, 32-41.

7. Chin H.C., Huang H.* (2009). Safety assessment of taxi drivers in Singapore. Transportation Research Record, 2114, 47-56.

8. Haque, M.M.*, Chin H.C., Huang H. (2010). Applying Bayesian Hierarchical models to examine motorcycle crashes at signalized intersections. Accident Analysis & Prevention 42(1), 203-212.

9. Huang H.*, Chin H.C. (2010). Modeling road traffic crashes with zero-inflation and site-specific random effects. Statistical Methods & Applications 19(3), 445-462.

10. Ma M., Yan, X.P., Abdel-Aty M., Huang H.*, Wang X. (2010). Safety analysis of urban arterials under mixed traffic in Beijing. Transportation Research Record 2193, 101-115.

11. Ma M., Yan, X.P., Huang H.*, Abdel-Aty M. (2010). Safety of public transportation occupational drivers: risk perception, attitudes, and driver behavior. Transportation Research Record 2145, 72-79.

12. Huang H.*, Abdel-Aty M., Darwiche A.L. (2010) County-level crash risk analysis in Florida: Bayesian spatial modeling. Transportation Research Record 2148, 27-37.

13. Huang H.*, Abdel-Aty M. (2010) Multilevel data and Bayesian analysis in traffic safety. Accident Analysis & Prevention, 42(6), 1556-1565.

14. Wang W., Yan X.P., Huang H.*, Chu X., Abdel-Aty M. (2011). Design and verification of a laser based device for pavement macrotexture measurement. Transportation Research Part C 19, 682-694

15. Huang H.*, Abdel-Aty M., Siddiqui C. (2011). Indexing crash worthiness and crash Aggressivity by vehicle type. Accident Analysis & Prevention 43(4):1364-70

16. Siddiqui C., Abdel-Aty M.*, Huang H., Wang X. (2011). Integrating trip and roadway characteristics in managing safety at traffic analysis zones. Transportation Research Record 2213, 20-28.

17 Ahmed M.*, Huang H., Abdel-Aty M., Guevara B. (2011). Exploring a Bayesian hierarchical approach for developing safety performance functions for a mountainous freeway. Accident Analysis & Prevention 43(4):1581-1589.

18. Yan X.P., Ma M., Huang H.*, Abdel-Aty M. (2011). Motor vehicle-bicycle crashes in Beijing: irregular maneuvers, crash patterns, and injury severity. Accident Analysis & Prevention 43, 1751-1758

19 Abdel-Aty M.*, Ekram A., Huang H. (2011). A study on visibility obstruction related crashes due to fog and smoke. Accident Analysis & Prevention 43, 1730-1737

20 Siddiqui C., Abdel-Aty M.*, Huang H. (2012). Aggregate nonparametric safety analysis of traffic zones. Accident Analysis & Prevention 45, 317-325.

21. Shi F.*, Zhou Z., Yao J., Huang H. (2012). Incorporating transfer reliability into equilibrium analysis of railway passenger flow. European Journal of Operations Research 220, 378-385.

22. Xie K., Wang X.*, Huang H., Chen X. (2013). Corridor-level signalized intersection safety analysis in Shanghai, China using Bayesian hierarchical models. Accident Analysis & Prevention 50, 25-33.

23. Shi F.*, Xu G., Liu B. Huang H. (2014). Optimization method of alternate traffic restriction scheme based on elastic demand and mode choice behavior. Transportation Research Part C 39, 36-52.

24. Huang H.*, Hu S., Abdel-Aty M. (2014). Indexing crash worthiness and crash aggressivity by major car brands, Safety Science 62, 339-347.

25. Xu G., Shi F.*, Liu B. Huang H. (2014). Model and algorithm of optimizing alternate traffic restriction scheme in urban traffic network. Journal of Central South University 21(12):4742-4752.

26. Dong N., Huang H. *, Xu P., Ding Z., Wang. D, (2014). Evaluating spatial proximity structures in TAZ-level crash prediction models. Transportation Research Record 2432,46-52.

27. Xu P., Huang H.*, Dong N., Abdel-Aty M. (2014). Sensitivity analysis in the context of regional safety modeling: identifying and assessing the MAUP effects. Accident Analysis and Prevention 70 110-120.

28. Zeng Q., Huang H.* (2014). Bayesian spatial joint modeling of traffic crashes on an urban road network. Accident Analysis and Prevention 67, 105-112.

29. Huang H., Hu S., Zheng L.* (2014). Crash-level analysis on passenger cars' total secondary safety, International Journal of Crashworthiness, 19(6), 613-623.

30. Huang H., Wang D., Zheng L.*, Li X. (2014). Evaluating time-reminder strategies before amber: common signal, green flashing and green countdown, Accident Analysis & Prevention 71, 248-260.

31. Zeng Q., Huang H.* (2014). A stable and optimized neural network model for crash injury severity prediction. Accident Analysis & Prevention 73, 351-358.

32. Shi F., Xu G., Huang H. (2015). An augmented Lagrangian origin-based algorithm for link-capacitated traffic assignment problem. Journal of Advanced Transportation 49(4):553–567.

33. Xu P., Huang H.* (2015). Modeling crash spatial heterogeneity: random parameter versus geographically weighting, Accident Analysis & Prevention 75, 16-25.

34. Lee J.*, Abdel-Aty M., Choi K., Huang H. (2015). Multi-level hot zone identification for pedestrian safety, Accident Analysis & Prevention 76, 64–73.

35. Zheng L., Jin P., Huang H.*. (2015). An anisotropic continuum model considering bi-directional information impact. Transportation Research Part B- Methodological.75, 36-57.

36. Dong N., Huang H.*, Zheng L. (2015). Support vector machine in crash prediction at the level of traffic analysis zones: assessing the spatial proximity effects. Accident Analysis and Prevention, 82, 192-198.

37. Zheng L., Jin P., Huang H.*, Gao M., Ran B. (2016). A vehicle type-dependent visual imaging model for analyzing the heterogeneous car-following dynamics. Transportmetrica Part B: Transport Dynamics 4 (1), 68-85.

38. Xu. P., Huang H.*, (2016). The modifiable areal unit problem in traffic safety: basic issue, potential solutions and future research. Journal of Traffic and Transportation Engineering. In press.

39. Huang H., Li C-Y, Zeng Q.* (2016). Crash protectiveness to occupant injury and vehicle damage: an investigation on major car brands. Accident Analysis and Prevention, 86, 129-136.

40. Huang H., Zeng Q., Pei X.*, Wong SC, Xu P. (2016). Predicting crash frequency using an optimized radial basis function neural network model. Transportmetrica A: Transport Science 12(4):330-345.

41. Wang J., Huang H.* (2016). Road network safety evaluation using Bayesian hierarchical joint model. Accident Analysis & Prevention 90, 152-158.

42. Huang H., Yin Q., Schwebel D.C., Li L., Hu G.* (2016). Examining road traffic mortality status in China: A simulation study. Plos One, 11 (4), 0153251.

43. Zeng Q., Huang H.*, Pei X., Wong S.C. (2016). Modeling nonlinear relationship between crash frequency by severity and contributing factors by neural networks. Analytic Methods in Accident Research 10, 12-25.

44. Dong N., Huang H.*, Lee J., Gao M., Abdel-Aty M. (2016). Macroscopic hotspots identification: a Bayesian spatio-temporal interaction approach, Accident Analysis and Prevention 92, pp. 256-264.

45. Xu S., Huang H.*, (2016). Traffic crash liability determination: Danger and Dodge model. Accident Analysis and Prevention 95B, 317-325..

46. Huang H., Song B., Xu P., Zeng Q., Lee J., Abdel-Aty M., (2016). Macro and micro models for zonal crash prediction with application in hot zones identification. Journal of Transport Geography 54, 248-256.

47. Chen C., Zhang G., Huang H., Wang J., Tarefder, R.A. (2016). Examining driver injury severity outcomes in rural non-interstate roadway crashes using a hierarchical ordered logit model. Accident Analysis and Prevention 96, 79-86.

48. Chen C., Zhang G., Liu X., Ci Y., Huang H., Ma J., Chen Y., Guang H. (2016) Driver injury severity outcome analysis in rural interstate highway crashes: a two-level Bayesian logistic regression interpretation. Accident Analysis and Prevention 97, 69-78.

49. Chang F., Li M., Xu P., Zhou H., Haque M., Huang H.* (2016). Injury severity of motorcycle riders involved in traffic crashes in Hunan, China: A mixed ordered logit approach. International Journal of Environmental Research and Public Health, Special issue: Traffic Safety and Injury Prevention 13(7). doi: 10.3390/ijerph13070714.

50. Huang H.*, Wang X., Hu G. (2016). Traffic safety in China: challenges and countermeasures. Editorial of Special Issue, Accident Analysis and Prevention 95, 305–307.

51. Zeng Q., Huang H.*, Pei X., Wong SC, Gao M. (2016). Rule extraction from an optimized neural network for traffic crash frequency modeling, Accident Analysis and Prevention 97, 87-95.

52. Ning P., Schwebel D.C., Huang H., Li L., Li J., Hu G.*. (2016). Global progress in road injury mortality since 2010. Plos One.2016 Oct 11;11(10):e0164560.

53. Zeng Q., Wen HY, Huang H.*. (2016). The interactive effect on injury severity of driver-vehicle units in two-vehicle crashes. Journal of Safety Research 59, 105-111.

54. Xu X., Xie Si., Wong SC., Xu P., Huang H., Pei X. (2016). Severity of pedestrian injuries due to traffic crashes at signalized intersections in Hongkong: a Bayesian spatial logit model. Journal of Advanced Transportation 50, 2015-2028.

55. Zheng L., Ran B., Huang H.* (2017). Safety evaluation for driving behaviors under bi-directional looking context. Journal of Intelligent Transportation Systems 21(4), 255-270.

56. Xu P., Huang H.*, Dong N., Wong SC. (2017). Revisiting crash spatial heterogeneity: a Bayesian spatially varying coefficients approach. Accident Analysis and Prevention 98, 330-337.

57. Wang J., Huang H.*, Zeng Q.(2017). The effect of zonal factors in estimating crash risks by transportation modes: motor vehicle, bicycle and pedestrian. Accident Analysis and Prevention 98, 223-231.

58. Zeng Q., Wen H., Huang H., Pei X., Wong SC. (2017). A multivariate random-parameters Tobit model for analyzing highway crash rates by injury severity. Accident Analysis and Prevention, 99, 184-191.

59. Zeng Q., Wen H., Huang H., Abdel-Aty, M., (2017). A Bayesian spatial random parameters Tobit model for analyzing crash rates on roadway segments. Accident Analysis and Prevention 100, 37-43.

60. Huang H., Zhou H., Wang J.*, Chang F., (2017). A multivariate spatial model of crash frequency by transportation modes for urban intersections, Analytic Methods in Accident Research, 14,10-21.

61. Xu X.., Wong SC., Liu Y., Pei X., Huang H., Gao J., (2017). A Heckman selection model for the safety analysis of signalized intersections. PLOS One, 12 (7), e0181544.

62. Zeng Q., Wen H., Huang H.*, Pei X., Wong SC, (2017). Incorporating temporal correlation into a multivariate random parameters Tobit model for modeling crash rate by injury severity. Transportmetrica A: Transport Science. 1-15.

63. Meng F., Xu P. , Wong S.C. , Huang H., Li Y.C. (2017). Occupant-level injury severity analyses for taxis in Hong Kong: A Bayesian space-time logistic model. Accident Analysis and Prevention 108, pp. 297-307.

64. Huang H., Yin Q., Schwebel D.C., Ning P., Hu G.*. (2017). Availability and consistency of health and non-health data for road traffic fatality: Analysis of data from 195 countries, 1985-2013. Accident Analysis and Prevention 108, pp. 220-226.

65. Peng Y., Wang X., Peng S., Huang H.*, Tian G., Jia H., (2017). Investigation on the injuries of drivers and copilots in rear-end crashes between trucks based on real world accident data in China. Future Generation Computer Systems. https://doi.org/10.1016/j.future.2017.07.065.

66. Meng F., Wong W., Wong SC., Pei X., Lia Y., Huang H. (2017). Gas dynamic analogous exposure approach to interaction intensity in multiple-vehicle crash analysis: Case study of crashes involving taxis. Analytic Methods in Accident Research, 16, 90-103.

67. Xu P., Xie S.Q., Dong N., Wong S.C., Huang H., 2017. Rethinking safety in numbers: are intersections with more crossing pedestrians really safer? Injury Prevention. 2017;0:1–6. doi:10.1136/injuryprev-2017-042469.

68. Huang H., Peng Y., Wang J., Luo Q., Li X., 2018. Interactive risk analysis on crash injury severity at a mountainous freeway with tunnel groups in China. Accident Analysis and Prevention 111, 56-62.

69. Dong C., Shao C., Huang H., Chen X., Sze, N.N., (2018). Advances in traffic safety methodologies and technologies. Editorial, Jounal of Advanced Transportation. https://doi.org/10.1155/2018/4129582.

70. Zheng L., He T., Zhu N., Huang H., Dong N., 2018. A feature selection based approach for urban short-term travel speed prediction. IET Intelligent Transport Systems, In press.

71. Li M.S., Chen L., Chang F., Huang H.* 2018. Safety Evaluation of Discontinuous Lane Design of Intersection Approach in China. Journal of Transportation Safety and Security. In press.

72. Xiao Y., Huang H., Peng Y.*, Wang Q.H., 2018. A Study on Motorcyclists Head Injuries in Car- Motorcycle Accidents Based on Real-World Data and Accident Reconstruction, Journal of Mechanics of Medicine and Biology. In press.

73. Gu Y., Li M., Zheng L., Huang H.* 2018. Backwash-spread Effects of Transportation Corridors on the Development of City Groups. ASCE Journal of Urban Planning and Development. In press.

74. Cai Q., Abdel-Aty M., Lee J., Huang H., 2018. Integrating Macro and Micro Level Safety Analyses: A Bayesian Approach Incorporating Spatial Interaction. Transportmetrica A. In press.

75. Lee J., Abdel-Aty M., Cai Q., Wang L., Huang H. 2018. Integrated Modeling Approach for Non-Motorized Mode Trips and Fatal Crashes in the Framework of Transportation Safety Planning. Journal of the Transportation Research Record. In press.

76. Zhai X., Huang H.*, Xu P., Sze N.N. 2018. The Influence of Zonal Configurations on Macro-level Crash Modeling. Transportmetrica A, In press.

77. Dong C., Shao C., Huang H., Chen X., Sze, NN. 2018. Advances in Traffic Safety Methodologies and Technologies. Editorial. Jouanl of Advanced Transportation. https://doi.org/10.1155/2018/4129582.

78. He Y., Li L., Schwebel D.C., Xiao W., Huang H., Yin Q., Hu G.*. 2018. Left-turning vehicle-pedestrian conflicts at signalized intersections with traffic lights: benefit or harm? A two-stage study. Chinese Journal of Traumatology. In press.

79. Wang J., Pervez A., Wang Z., Han C., Hu, L., Huang H.*. 2018. Crash analysis of Chinese freeway tunnel groups using a five-zone analytic approach. Tunneling and Underground Space Technology. In press.

80. Zeng Q., Wen H., Wong S.C., Huang H., Guo Q., Pei X., 2018. Spatial joint analysis for zonal daytime and nighttime crash frequencies using a Bayesian bivariate autoregressive model. Journal of Transportation Safety & Security. In press.

81. Zhai X., Huang H.*, Gao M., Dong N., SZE NN, 2018. Boundary CrashData Assignmentin Zonal Safety Analysis: An Iterative Approach based on Data Augmentation and Bayesian Spatial Model. Accident Analysis and Prevention, In press.



Peer-Reviewed Chinese Journal Articles

1. Zhang S.R., Huang H. (2002). GIS-based river related management information system. Journal of Irrigation and Drainage 21(6), 9-12.

2. Yan X.P., Huang H., Ma M. (2009). Road safety in the United States: state of the art and the practice. Journal of Transportation Information and Safety 27(5), 1-9.

3. Zhu J., Huang H.* (2010). Empirical study on catastrophic infectious diseases: identifying characteristics and diffusion mechanism. China Public Health 9, 1124-1128.

4. Huang H.* (2011). A ‘5C’ Law for scientific thinking and academic writing. Journal of Academic Degrees and Graduate Education (6).

5. Huang H.*, Deng. X, Xu. P. (2013). Bayesian Crash Prediction Model Considering Spatial Autocorrelation. Journal of Tongji University 41(9), 1378-1383.

6. Huang H.*, Xu P., Abdel-Aty M., Ma M. (2014). Recent theoretical researches on Transportation Safety Planning. China Journal of Highway and Transport. 2014. 27(9).

7. Huang H.*, Hu S. (2014). Review on crash compatibility of road vehicles. Journal of Beijing University of Technology.

8. Tang J., Huang H.*, (2014). Investigating “grey violation” behavior in urban traffic. Journal of Transportation Information and Safety.

9. Wang X., Song Y., Huang H., Zhang D., (2014). Safety analysis of suburban highways using hierarchical NB models. China Journal of Highway and Transport. 2014(1).

10. Zhang, K., Huang H.*, (2012). Efficiency and safety evaluation of traffic roundabout converting to signalized intersections. Journal of Xiangtan University.


Books

1. Chin H.C., Huang H. (2009). Modeling Multilevel Data in Traffic Safety: a Bayesian Hierarchical Approach. ISBN: 978-1-60692-270-5, Nova Science Publishers, Inc. New York, USA.

2. Huang H., Chin H.C., Haque M.M. (2009). Hotspot Identification: A Full Bayesian Hierarchical Modeling Approach. Chapter 22 of Transportation and Traffic Theory, ed. William Lam, SC Wong, Hong Lo. Springer.

3. Huang H., Zhao HS. (2014) Road Safety of Automobile drivers. Hunan People's Publication. ISBN978-7-5561-0212-9. (In Chinese)

4. CICTP2014 Proceedings. Safe, Smart, and Sustainable Multimodal Transportation Systems. Eds. Ma J., Ying Y., Huang H., Pan D.F. ASCE publication.


International Conference Proceedings/Presentations

1*. Chin H.C., Huang H. (2004). A re-examination of instances of red light running. Proceedings of The 17th KKCNN Symposium on Civil Engineering, Page 663-668. Ayutthaya, Thailand.

2*. Chin H.C., Huang H. (2006). A safety evaluation procedure on traffic treatments for using modified empirical Bayesian approach. Proceedings of International Conference on Traffic Safety in Developing Countries, Page 143-147. Dhaka, Bangladesh.

3*. Huang H., Chin H.C., Heng H.H. (2006). Effect of red light camera on accident risk at intersections. In CD-Rom of the 85th Annual Meeting of the Transportation Research Board, Washington, D.C.

4. Haque M.M., Chin H.C., Huang H. (2006). Modeling random effect and excess zero in road traffic accidents prediction. Proceedings of The 19th KKCNN Symposium on Civil Engineering, Page 245-248. Kyoto, Japan.

5*. Huang H., Chin, H.C. (2007). Safety countermeasure development and evaluation for signalized intersections in Singapore. Proceedings of the 14th International Conference on Road Safety on Four Continents, Bangkok, Thailand. Organizer: Swedish National Road and Transport Research Institute (VTI).

6. Haque, M.M., Chin H.C., Huang H. (2008). Examining exposure of motorcycles at signalized intersections. In CD-Rom of the 87th Annual Meeting of the Transportation Research Board, Washington, D.C.

7*. Huang H., Chin, H.C. (2008). Bayesian hierarchical analysis on crash prediction models. In CD-Rom of 87th Annual Meeting of the Transportation Research Board, Washington, D.C.

8. Haque, M.M., Chin H.C., Huang H. (2008). Factors affecting motorcycle crashes at signalized intersections. In CD-Rom of the 87th Annual Meeting of the Transportation Research Board, Washington, D.C.

9*. Huang H., Abdel-Aty M., (2009). Traffic crash hotspot identification: state of the art and future directions. Proceedings of the 18th International Conference on Management of Technology (IAMOT). April 5-9, Orlando, Florida.

10*. Huang H., Chin H.C., Haque M.M. (2009). Empirical evaluation of alternative approaches in identifying crash hotspots: naive ranking, empirical Bayes and full Bayes. In CD-Rom of the 88th Annual Meeting of the Transportation Research Board, Washington, D.C.

11*. Chin H.C., Huang H. (2009). Safety assessment of taxi drivers in Singapore. Transportation Research Record. In CD-Rom of the 88th Annual Meeting of the Transportation Research Board, Washington, D.C.

12*. Huang H., Chin H.C., Haque M.M. (2009). Hotspot Identification: A Full Bayesian Hierarchical Modeling Approach. Presented at the 18th International Symposium on Transportation and Traffic Theory (ISTTT18), Hong Kong.

13*. Huang H., Abdel-Aty M., Darwiche A.L. (2010). County-level crash risk analysis in Florida: Bayesian spatial modeling. In CD-Rom of the 89th Annual Meeting of the Transportation Research Board, Washington, D.C.

14*. Huang H., Abdel-Aty M., Ekram A., Oloufa A., Chen Y., Morrow R. (2010). Fog and smoke related crashes in Florida: identifying crash characteristics, spatial distribution and injury severity. In CD-Rom of the 89th Annual Meeting of the Transportation Research Board, Washington, D.C.

15. Chen Y., Abdel-Aty M., Huang H., Ma M. (2010). A full Bayesian classifier of driver scene aesthetics base on ordered model. In CD-Rom of the 89th Annual Meeting of the Transportation Research Board, Washington, D.C.

16*. Ma M., Yan, X.P., Abdel-Aty M., Huang H., Wang X. (2010). Safety analysis of urban arterials under mixed traffic in Beijing. In CD-Rom of the 89th Annual Meeting of the Transportation Research Board, Washington, D.C.

17*. Ma M., Yan, X.P., Huang H., Abdel-Aty M. (2010). Safety investigation on occupational drivers of public transportation vehicles in Wuhan, China. In CD-Rom of the 89th Annual Meeting of the Transportation Research Board, Washington, D.C.

18*. Huang H., Abdel-Aty M. (2010). Multilevel data in traffic safety: a 5×ST-level hierarchy. Accepted for presentation at the 15th International Conference Road Safety on Four Continents (VTI), Abu Dhabi, the United Arab Emirates, March/April 2010.

19*. Abdel-Aty M., Huang H., Ekram A., Oloufa A. A study on visibility obstruction related crashes due to fog. Accepted for presentation at the XII World Conference on Transport Research, WCTR 2010, Lisbon, 11-15 July 2010.

20*. Huang H., Ma M. What we can learn from US road safety practice, a research perspective. The 10th International Conference of Chinese Transportation Professionals, ICCTP10, Beijing, August 2010.

21*. Wang W., Yan X.P., Huang H., Chu X., Abdel-Aty M. (2011) A practical device of measuring pavement macrotexture profile. In CD-Rom of the 90th Annual Meeting of the Transportation Research Board, Washington, D.C.

22. Siddiqui C., Abdel-Aty M., Huang H. 2011. Zonal-Level Safety Evaluation Incorporating Trip Generation Effects. In CD-Rom of the 90th Annual Meeting of the Transportation Research Board, Washington, D.C.

23. Siddiqui C., Abdel-Aty M., Huang H. 2011. Integrating Trip and Roadway Characteristics in Managing Safety at Traffic Analysis Zones. In CD-Rom of the 90th Annual Meeting of the Transportation Research Board, Washington, D.C.

24. Huang H., Siddiqui C., Abdel-Aty M., 2011. A Bayesian Model on Crash Compatibility. The 1st International Conference on Transportation Information and Safety, ICTIS2011, Wuhan, China. (EI)

25. Siddiqui C., Abdel-Aty M., Huang H. 2011. Managing roadway safety at the traffic analysis zones’ level. The 1st International Conference on Transportation Information and Safety, ICTIS2011, Wuhan, China. (EI)

26. Huang H. Modeling multilevel data in traffic safety. The 1st International Conference on Transportation Information and Safety, ICTIS2011, Wuhan, China. (invited speech)

27. Huang H., Wang D. Transportation safety planning: an introduction. The 5th International Association for China Planning (IACP) Conference, Beijing, China. (EI)

28. Huang H., Integrate police crash data & hospital data for road injury prevention. The 22nd ITMA international congress:Safe Traffic and Effective Medical Care. Chongqing, China. (Presentation only)

29. Huang H. Modeling Multilevel data in traffic safety, China-Korea Joint Seminar on Sustainable Transportation Systems (CKJSSTS). Jointly supported by Korea University, National Research Foundation of Korea (NRF), and National Natural Science Foundation of China (NSFC), Seoul, Korea. (Invited speech)

30. Huang H. Gray Traffic Violation. The 3rd Sino-German Symposium on Urban Road Traffic Safety & the 7th Symposium on Road Traffic Accident Research in China. Shanghai, Oct 8, 2012. (Invited speech)

31. Xie K., Wang X., Chen X., Huang H., 2012. Corridor-Level Signalized Intersection Safety Analysis in Shanghai, China using Bayesian Hierarchical Models. Presented at the 91st Annual Meeting of the Transportation Research Board, Washington, D.C.

32. Huang H., Abdel-Aty M., 2013. Transportation safety planning: a spatial analysis. In CD-Rom of the 92th Annual Meeting of the Transportation Research Board, Washington, D.C.

33. Huang H., Hu S., Abdel-Aty M., 2013. Indexing Crash Worthiness and Crash Aggressivity by Major Car Brands. In CD-Rom of the 92th Annual Meeting of the Transportation Research Board, Washington, D.C.

34.* Dong N., Huang H., Xu P., Ding Z., Wang D. 2014. Evaluating Spatial Proximity Structures in TAZ-level Crash Prediction Models, In CD-Rom of the 93th Annual Meeting of the Transportation Research Board, Washington, D.C.

35.* Huang H., 2014. Methodologcal development of transportation safety planning. 1st International Road Traffic Accidents Conference. (invited speech)

36.* Huang H., 2014. Evaluating Crash Compatibility of Motor Vehicles. Invited by Prof. Hai Yang (Invited speech)

37.* Huang H., 2014. Safety Statistical Modeling and Transportation Safety Planning. Invited by Prof. SC Wong.(Invited speech)

38.* Xu P., Huang H., Cheng Y., 2014. Addressing the Modifiable Areal Unit Problem in Traffic Safety: Definition, Potential Solutions and Future Research. CICTP2014. Changsha, China. (EI)

39.* Zeng Q., Huang H., 2014. Developing an Optimized Artificial Neural Network to Predict Traffic Crash Injury Severity. CICTP2014. Changsha, China. (EI)

40.* Dong N., Ma M., Huang H., Ma Y., Zheng L, Support Vector Machine in Crash Prediction at the level of Traffic Analysis Zones: Accessing the Spatial Proximity Effects. Presented at the 94th Annual Meeting of the Transportation Research Board, Washington, D.C.

41.* Song B., Huang H., Zeng Q., Deng Q., Abdel-Aty M. Comparative Analysis of Macro and Micro Models for Zonal Crash Prediction. Presented at the 94th Annual Meeting of the Transportation Research Board, Washington, D.C.

42.* Xu P., Huang H., Zeng Q., Modeling Crash Spatial Heterogeneity: Random Parameter Versus Geographical Weighting. Presented at the 94th Annual Meeting of the Transportation Research Board, Washington, D.C.

43. Chen C., Zhang G., Huang H., Ma J., Chen Y., Guan H., Examining Driver Injury Severity on Rural Interstate Highways Using a Hierarchical Bayesian Approach. Presented at the 94th Annual Meeting of the Transportation Research Board, Washington, D.C.

44. Lee J., Abdel-Aty M., Choi K., Huang H., Multilevel Hot Zone Identification for Pedestrian Safety. Presented at the 94th Annual Meeting of the Transportation Research Board, Washington, D.C.

45. Huang H., Red light camera: efficiency VS safety, China Intelligent Transportation Association Annual Youth Technology Forum, 2014. (Invited speech)

46. Zeng Q.,Huang H.,Pei. X,Wong SC. Neural network models for predicting crash frequency by severity. 2015 Road Safety & Simulation International Conference. Orlando, FL.

47. Gao. M.,Mao S., Huang H., 2015. A Novel Approach of Boundary Crash Data Aggregation for Macroscopic Safety Analysis. 2015 Kong Society of Transportation Studies.

48. Wang J.,Huang H., Bayesian Hierarchical Joint Model: A Proactive Tool for Road Network Safety Evaluation. 2015 Kong Society of Transportation Studies.

49. Huang H., Li M., Zheng L., 2015. Urban Short-Term Traffic Flow Prediction under Missing Data. 2015 Kong Society of Transportation Studies.

50. Li C.,Huang H, Zeng Q., 2015. Crash protectiveness to occupant injury and vehicle damage: An investigation on major car brands. 2015 Kong Society of Transportation Studies.

51. Huang H., 2015. Analysis of the Mortality Rate of Road Traffic Accidents, China Intelligent Transportation Conference Annual Meeting.

52. Dong N., Huang H., Lee J., Gao M., Abdel-Aty M. 2016. Macroscopic Hotspot Identification: Bayesian Spatiotemporal Interaction Approach. Presented at the 95th Annual Meeting of the Transportation Research Board, Washington, D.C.

53. Li M., Chen L., Huang H., 2016. Evaluation of Discontinuous Lane Design of Intersection Approach in China. Presented at the 95th Annual Meeting of the Transportation Research Board, Washington, D.C.

54. Huang H., 2016.The the basic model of road traffic safety analysis.Harbin Institute of Technology.

55. Huang H., 2016.New Perspective of Road Traffic Safety Research, Traffic Safety Lecture, Wuhan University of Technology.

56. Huang H., 2016. Decision on Road Traffic Safety Management Science. Shanghai Jiaotong University.

57. Huang H., 2016. Road vehicle collision Coordination Evaluation Method, China Road Traffic Safety Conference, China Automotive Technology Research Center

58.Huang H., 2016. Macroscopic Investigation of Pedestrian Safety: Focusing on the Residence and Crash Zones, World Congress on Transportation Research 2016.

59. Huang H., 2016. The Seventh International Green Intelligent Transport Systems and Safety Conference. He Hai University

60. Huang H., 2016. Research on Death Traffic Statistics of Road Traffic in 195 Countries and Regions around the World. Transportation Research Congress (TRC 2016).

61. Huang H., 2016. Analysis of the Severity of Motorcycle Accidents in Hunan Province. Cross-Strait Urban Transport Symposium.

62. Huang H., 2016. Investigation of Death Data of Road Traffic Accidents in China, Cross-Strait Urban Transport Symposium

63. Lee J., Abdel-Aty, M., Huang H., Cai Q. 2017. Intersection Safety Performance Functions with Macro-Level Data from Various Geographic Units. Presented at the 96th Annual Meeting of the Transportation Research Board, Washington, D.C.

64. Xu P., Huang H., Dong N. 2017.Modeling crash spatial heterogeneity: a Bayesian spatially varying coefficients approach. Presented at the 96th Annual Meeting of the Transportation Research Board, Washington, D.C.

65. Meng F., Wong SC., Pei X., Wong W., Li W.C., Huang H., Dong N. 2017.Gas Dynamic Analogous Exposure Approach to Multiple-Vehicle Crash Frequency Modeling: Case Study of Crashes Involving Taxis. Presented at the 96th Annual Meeting of the Transportation Research Board, Washington, D.C.

66. Chen C., Zhang G., Huang H., Identifying Significant Factors for Driver Injury Severities in Rural Non-Interstate Crashes: Hierarchical Ordered-Logit Analysis. Presented at the 96th Annual Meeting of the Transportation Research Board, Washington, D.C.

67.Huang H., 2016. OpenITS, China Intelligent Transportation Conference Annual Meeting 2016 Big Data Forum