Journal Papers

As of 2017, Dr. Qin has contributed to a total of 186 publications, including 52 refereed journal articles, 92 full paper peer reviewed conference proceedings, 27 technical reports, 4 featured newsletter articles, and 11 abstract peer reviewed conference papers. In addition, the candidate has 15 papers that are currently under 0361198118790861review or revision. According to Google Scholar, the candidate’s scientific work has been cited more than 1200 times. Check out Dr. Qin’s research dissemination at Google Scholar (https://scholar.google.com/citations?user=kY_J2jEAAAAJ&hl=en) or at the ResearchGate (https://www.researchgate.net/profile/Xiao_Qin11)

 

Journal Papers

Refereed Journal Articles

  1. Sayed, M. A., Qin, X., Kate, R. J., Anisuzzaman, D. M., & Yu, Z. (2021). Identification and analysis of misclassified work-zone crashes using text mining techniques. Accident Analysis & Prevention, 159, 106211.[PDF]
  2. Shaon, M. R. R.,Xiao Qin. (2020). Crash Data-Based Investigation into How Injury Severity Is Affected by Driver Errors, Volume 2674, Issue 5, Transportation Research Record.[PDF]
  3. Zhou, H., Sun, Y., Xiao Qin, Xu, X., & Yao, R. (2020). Modeling discretionary lane-changing behavior on urban streets considering drivers’ heterogeneity, Transportation Letters, 12(3), 213-222.[PDF]
  4. Soyoung Jung, Xiao Qin, Cheol Oh (2020), Connecting Motor Vehicle Crashes with Emergency Medical Services Performance: A Spatial Assessment for the Korean Freeway System, Journal of Transportation Engineering, Part A: Systems, accepted.
  5. Xiang Liu, Zheyong Bian, Zhipeng Zhang, Xiao Qin (2019), Unobserved Component Model (UCM) for Predicting Monthly Traffic Volume, Journal of Transportation Engineering, Part A: Systems, Volume 145, Issue 12, December 2019.[PDF]
  6. Zhaoxiang He, Xiao Qin, Ralph Renger, Eric Souvannasacd (2019). Using spatial regression methods to evaluate rural emergency medical services (EMS), The American Journal of Emergency Medicine, Volume 37, Issue 9, p1633-1642, September 2019.[PDF].
  7. Md. R. R. Shaon, Xiao Qin, A. P. Afghari, S. Washington, Md. M. Haque (2019), Incorporating behavioral variables into crash count prediction by severity: a multivariate multiple risk source approach, Accident Analysis and Prevention, Volume 129, August 2019, pp. 277-288.[PDF]
  8. Soyoung Jung, Xiao Qin, Cheol Oh (2019), Developing Targeted Safety Strategies Based on Traffic Safety Culture Indexes identified in Stratified Fatality Prediction Models, KSCE Journal of Civil Engineering, Vol. 23, Issue 8, pp 3706-3713.[PDF]
  9. Jiaming Wu, Pan Liu, Xiao Qin, Huaguo Zhou (2019). Developing an Actuated Signal Control Strategy to Improve the Operations of Contraflow Left-turn Lane Design at Signalized Intersections, Transportation Research, Part C, Vol. 104, July 2019, pp. 53-65[PDF]
  10. Farah Al-mahameed, Xiao Qin, Robert Schneider, Mohammad Razaur Shaon (2019), Analyzing Pedestrian and Bicyclist Crashes at The Corridor Level: A Structural Equation Modeling Approach, Transportation Research Record[PDF]
  11. Zhi Chen, Xiao Qin, Elizabeth Schneider, Yang Cheng, Steven Parker (2019), Designing a Comprehensive Procedure for Flagging Archived Traffic Data, Transportation Research Record[PDF].
  12. Zhao Liu, Xiao Qin, Wei Huang, Xuanbing Zhu, Yun Wei, Jinde Cao, Jianhua Guo (2019), Effect of Time Intervals on K-Nearest Neighbor Model for Short-Term Traffic Flow Prediction, Promet – Traffic & Transportation, Vol 31 No 2 (2019)[PDF].
  13. Jianhua Guo, C. G. Li, Xiao Qin, W. Huang, Y. Wei, J. D. Cao (2019), Analyzing Distributions for Travel Time Data Collected Using Radio Frequency Identification Technique in Urban Road Networks, SCIENCE CHINA Technological Sciences, January 2019, Volume 62, Issue 1, pp.106-120
  14. Hongmei Zhou, Ye Sun, Xiao Qin, Xiujuan Xu, Ronghan Yao (2019). Optimization of Variable Approach Lane Use at Isolated Signalized Intersections, Transportation Letters: the International Journal of Transportation Research[PDF].
  15. Zhi Chen, Xiao Qin (2018). A Novel Method for Imminent Crash Prediction and Prevention, Accident Analysis and Prevention[PDF].
  16. Zhaoxiang He, Xiao Qin, Pan Liu, Md Abu Sayed (2018), Assessing Surrogate Safety Measures Using a Safety Pilot Method Deployment (SPMD) Dataset, Transportation Research Record[PDF].
  17. Md. R. R. Shaon, Xiao Qin, Zhi Chen, Jian Zhang (2018), Exploration of Contributing Factors Related to Driver Errors on Highway Segments, Transportation Research Record[PDF].
  18. Zhaoxiang He, Xiao Qin, Yuanchang Xie, Jianhua Guo (2018), A Service Location Optimization for Improving Rural Emergency Medical Services, Transportation Research Record[PDF].
  19. Zhi Chen, Xiao Qin, Renxin Zhong, Pan Liu, Yang Cheng (2018), Predicting Imminent Crash Risk with Simulated Traffic from Distant Sensors, Transportation Research Record[PDF].
  20. M. R.R. Shaon, R. J. Schneider, Xiao Qin, Zhaoxiang He, A. Sanatizadeh, M. D. Flanagan (2018), Exploration of Pedestrian Assertiveness and Its Association with Driver Yielding Behavior at Uncontrolled Crosswalks, Transportation Research Record[PDF].
  21. R. J. Schneider, A. Sanatizadeh, M. R.R. Shaon, Zhaoxiang He, Xiao Qin (2018), Exploratory Analysis of Demographic, Behavior, And Site Factors Associated with Driver Yielding at Uncontrolled Crosswalks, Transportation Research Record[PDF]
  22. Soyoung Jung, Xiao Qin, Cheol Oh (2018). A risk-based systematic method for identifying fog-related crash prone locations, Applied Spatial Analysis and Policy[PDF].
  23. Zhi Chen, Xiao Qin, Md. R. R. Shaon (2018), Modeling Lane-change Related Crashes with Lane-specific Real-time Traffic and Weather Data, Journal of Intelligent Transportation Systems, Volume 22, Issue 4, pp. 291-300.
  24. Jie Bao, Pan Liu, Xiao Qin, Huaguo Zhou (2018). Understanding the Effects of Trip Patterns on Spatially Aggregated Crashes with Large-Scale Taxi GPS Data, Accident Analysis and Prevention, Vol. 120, Nov 2018, pp. 281-294
  25. Xiao Qin, Zhi Chen, and Md. R. R. Shaon (2018), Developing Jurisdiction-specific SPFs and Crash Severity Portion Functions for Rural Intersections, Journal of Transportation Safety and Security, DOI: 10.1080/19439962.2018.1458052.[PDF].
  26.  Md. R. R. Shaon, Xiao Qin, Md. Shirazi, D. Lord, Srinivas R. Geedinally (2018), Developing a Random Parameters Negative Binomial-Lindley Model to analyze highly over-dispersed crash count data.” Analytic Methods in Accident Research 18 (2018): 33-44.[PDF]
  27. Hasan M. Moonam, Xiao Qin, and Jun Zhang (2018), Utilizing Data Mining Techniques to Predict Expected Freeway Travel Time from Experienced Travel Time, Mathematics and Computers in Simulation.[PDF]
  28.  Zhi Chen, Xiao Qin, Md. R. R. Shaon (2017), Modeling Lane-change Related Crashes with Lane-specific Real-time Traffic and Weather Data, Journal of Intelligent Transportation Systems, DOI 10.1080/15472450.2017.1309529.
  29.  Zhaoxiang He, Xiao Qin (2017), Incorporating a Safety Index into Path Finding, Transportation Research Record, DOI 10.3141/2659-07.[PDF]
  30. Zhaoxiang He, Xiao Qin, Hao Wang, Chad Comes (2017), Implementing Practical Pavement Management Systems for Small Communities: A South Dakota Case Study, Public Works Management & Policy, Vol 22, Issue 4, 2017.[PDF]
  31. Xiao Qin, Md. R. R. Shaon, Zhi Chen (2016), Developing Analytical Procedures for Calibrating the HSM Predictive Methods, Transportation Research Record 2583, DOI 10.3141/2583-12.[PDF]
  32.  Md R. R. Shaon, Xiao Qin (2016), Quantifying Safety Effects of Rural Roadway Features Using Mixed Distribution Generalized Linear Models, Transportation Research Record, 2583, DOI 10.3141/2583-17.[PDF]
  33.  Soyoung Jung, Xiao Qin, Cheol Oh (2016), System-wide Impacts of Emergency Medical Service (EMS) Resources on Freeway Crash Severity, Transportation Research Record, 2582, DOI 10.3141/2582-07.[PDF]
  34. Hongmei Zhou, Jing Ding, Xiao Qin (2016), Optimization of Variable Approach Lane Use at Isolated Signalized Intersections, Transportation Research Record 2556, DOI 10.3141/2556-07.[PDF]
  35. Xiao Qin, Zhao Shen, Nadim Wehbe (2016), Predicting Collision Risk between Trucks and Interstate Overpasses, ASCE, Journal of Transportation Engineering, 10.1061/(ASCE)TE.1943-5436.0000848.[PDF]
  36.  Soyoung Jung, Xiao Qin, Cheol Oh (2016) Improving Strategic Policies for Pedestrian Safety Enhancement Using Classification Tree Modeling Transportation Research Part A: Policy and Practice, Volume 85, March 2016, pp. 53–64.[PDF]
  37. Xiao Qin, Zhaoxiang He, Haifa Sarma (2015), Needs Assessment of Rural Emergency Medical Services , Transportation Research Record 2513, pp. 30–39.[PDF]
  38. Kai Wang, Xiao Qin (2015), Exploring Driver Error at Intersections: Key Contributors and Solutions, Transportation Research Record 2514, pp. 1–9.[PDF]
  39. Hongmei Zhou, Romero SB, Xiao Qin (2015), An extension of the theory of planned behavior to predict pedestrians’ violating crossing behavior using structural equation modeling, Accident Analysis & Prevention, doi: 10.1016/j.aap.2015.09.009.[PDF]
  40.  Xiao Qin, Zhao Shen, Nadim Wehbe, Shiling Pei, Zhaoxiang He (2014), Evaluation of Truck Impact Hazards for Interstate Overpasses, Transportation Research Record 2402, pp. 1-8. (Best Paper Award)[PDF]
  41. Kai Wang, Xiao Qin, (2014), Measuring Single-vehicle Crash Severity: Structural Equation Modeling Approach, Transportation Research Record 2432, pp. 17–25.[PDF]
  42.  Most Afia Sultana, Xiao Qin, Madhav V. Chitturi, David A. Noyce (2014), Analysis of the Safety Effects of Traffic, Geometric and Access Parameters on Truck Arterial Corridors, Transportation Research Record 2404, pp. 68-76.[PDF]
  43. Xiao Qin, Most Afia Sultana, Madhav V. Chitturi, David A. Noyce (2013), Developing a Truck Corridor Crash Severity Index (CSI), Transportation Research Record 2386, pp. 103-111.[PDF]
  44. Xiao Qin, Kai Wang, Chase E. Cutler (2013), Analysis of Crash Severity Based on Vehicle Damage and Occupant Injuries, Transportation Research Record 2386, pp. 95-102.[PDF]
  45. Xiao Qin, Kai Wang, Chase E. Cutler (2013), Logistic Regression Models of the Safety of Large Trucks, Transportation Research Record 2392, pp. 1-10.[PDF]
  46. Soyoung Jung, Xiao Qin, Yoonjin Yoon (2013). Estimation of Motorcyclist Injury Severity and Evaluation of Motorcycle Related Safety Strategies, a California Study, Accident Analysis and Prevention, 59, pp. 357-364.[PDF]
  47.  Andrew J. Graettinger, A. Lane Morrison, Steven T. Parker, Susie Forde, Xiao Qin (2013). Translating Transportation Data Between Linear Referencing Systems of Dissimilar Resolution, Transportation Research Record 2399, pp. 103-111.[PDF]
  48. Xiao Qin, David A. Noyce, Chase E. Cutler (2013). Development of a Comprehensive Road Weather Safety Audit Program. Institute of Transportation Engineers (ITE) Journal, April.[PDF]
  49. Xiao Qin, Steven Parker, Yi Liu, Andrew J. Graettinger, Susie Forde (2013). Intelligent Geocoding System to Locate Traffic Crashes. Accident Analysis and Prevention, 50, pp. 1034-1041.[PDF]
  50.  Dongxi Zheng, Xiao Qin, Ross Tillman, David Noyce (2013). Measuring Roundabout Traffic Conflict Exposure. Journal of Transportation Safety & Security, 5(3), pp. 208-223.[PDF]
  51. Xiao Qin (2012). Quantile Effects of Factors on Crash Distributions, Transportation Research Record 2279, pp. 40-46. (Best Paper Award)[PDF]
  52. Soyoung Jung, Xiao Qin, David Noyce (2012). Injury Severity of Multi-Vehicle Crash in Rainy Weather, ASCE, Journal of Transportation Engineering, 138(1), pp. 1-12.[PDF]
  53.  Yang Cheng, Xiao Qin, Jing Jin, Bin Ran (2012). An Exploratory Shockwave Approach to Estimating Queue Length Using Probe Trajectories, Journal of Intelligent Transportation Systems, 16(1), pp. 12-23.[PDF]
  54. Yang Cheng, Xiao Qin, Jing Jin, Bin Ran, Jason Anderson (2011). Cycle-by-Cycle Queue Length Estimation for Signalized Intersections Using Sampled Trajectory Data, Transportation Research Record 2257, pp. 87-94.[PDF]
  55. Soyoung Jung, Xiao Qin, David Noyce (2011). Modeling Highway Safety and Simulation in Rainy Weather, Transportation Research Record 2237, pp. 134-143.[PDF]
  56.  Adam Wellner, Xiao Qin (2011). GIS-based Highway Safety Metrics Implementation and Evaluation, Transportation Research Record 2241, pp. 1-9.[PDF]
  57. Xiao Qin, Ghazan Khan, Andrea Bill, David Noyce (2011). Comprehensive Evaluation of Roundabout Safety in Wisconsin, Journal of Transportation Safety & Security, 3(4), pp. 289-303.[PDF]
  58. Xiao Qin, Perla Reyes (2011). A Conditional Quantile Analysis for Crash Count Data, ASCE, Journal of Transportation Engineering, 137(9), pp. 601-607.[PDF]
  59.  Bruce Wang, Yin Kai, Xiao Qin (2011). An Approximate Bernoulli Process for Information Propagation along Two Parallel Roads, Transportation Research Part C: Emerging Technologies (19), pp. 469-484.[PDF]
  60. Xiao Qin, Marie Ng, Perla Reyes (2010). Identifying Crash-Prone Locations with Quantile Regression, Accident Analysis and Prevention 42 (6), pp. 1531-1537.[PDF]
  61.  Xiao Qin, Yali Chen, David Noyce (2010). Real-time Traveler Information Performance Measures for Work Zone Congestion Management, Journal of the Transportation Research Forum 49(2), pp. 49-63.[PDF]
  62. Kelvin R. Chaparro, Xiao Qin, David Noyce (2010). Proposed Safety Index Based on Risk-Taking Behavior of Drivers, Transportation Research Record 2147, pp. 51-57.[PDF]
  63. Yali Chen, Xiao Qin, David Noyce (2010). An Interactive Process of Micro-simulation and Logistic Regression for Short-term Work Zone Traffic Diversion, ASCE, Journal of Transportation Engineering, 136(3), pp. 243-254.[PDF]
  64. Soyoung Jung, Xiao Qin, David Noyce (2010). Rainfall Effect of Single-vehicle Crash Severity Using Polychotomous Response Models, Accident Analysis and Prevention 42(1), pp.213-224.[PDF]
  65. Xiao Qin, Junhee Han, Jun Zhu (2009) Spatial analysis of road weather safety data using a Bayesian hierarchical modeling approach, Advances in Transportation Studies, No.18, pp. 69-78.[PDF]
  66. Andrew J. Graettinger, Xiao Qin, Gabriel Spear, Steven T. Parker, Susie Forde (2009). Combining State Route and Local Road Linear Referencing System Information, Transportation Research Record 2121, pp. 152-159.[PDF]
  67. Ghazan Khan, Kelvin R. Chaparro, Xiao Qin, David A. Noyce (2009). Application and Integration of Lattice Data Analysis, Network K-functions, and GIS to Study Ice-Related Crashes, Transportation Research Record 2136, pp. 67-76.[PDF]
  68.  Xiao Qin, Junhee Han (2008). Variable Selection Issues In Tree-based Regression Models, Transportation Research Record 2061, pp. 30-38. (Best Paper Award)[PDF]
  69. Ghazan Klan, Xiao Qin, David A. Noyce (2008). Spatial Analysis of Weather Crash Patterns, ASCE, Journal of Transportation Engineering, 134(5), pp. 191-202.[PDF]
  70. Tim J. Gates, Xiao Qin, David A. Noyce (2008). Evaluation of an Experimental Transverse-Bar Pavement Marking Treatment on Freeway Curves, Transportation Research Record 2056, pp. 87-94.[PDF]
  71.  Chanyoung Lee, David A. Noyce, Xiao Qin (2008). Development of Traffic Delay Assessment Tool for Short-term Closures on Urban Freeways, Transportation Research Record 2055, pp. 39-48.[PDF]
  72. Chanyoung Lee, Wei-Yin Loh, Xiao Qin, Michael Sproul (2008). Development of New Performance Measure for Winter Maintenance Using Vehicle Speed Data, Transportation Research Record 2056, pp. 89-98.[PDF]
  73.  Arup Dutta, Steven Parker, Xiao Qin, Zhijun Qiu, David A. Noyce (2007). A System for Digitizing Wisconsin Crash Location Information, Transportation Research Record 2019, pp. 256-264.[PDF]
  74.  Xiao Qin, David A. Noyce, Chanyoung Lee, John Kinar (2006). Snowstorm Event-based Crash Analysis, Transportation Research Record 1948, pp. 135-141.[PDF]
  75. Xiao Qin, John N. Ivan, Nalini Ravishanker, Junfeng Liu, Donald Tepas (2006). Bayesian Estimation of Hourly Exposure Functions by Crash Type and Time of Day, Accident Analysis and Prevention 38(6), pp. 1071-1080.[PDF]
  76. Xiao Qin, John N. Ivan, Nalini Ravishanker, Junfeng Liu (2005). Hierarchical Bayesian Estimation of Nonlinear Safety Performance Functions for Two-Lane Highway Using MCMC Modeling, ASCE, Journal of Transportation Engineering, 131(5), pp. 345-351.[PDF]
  77. Xiao Qin, John N. Ivan, Nalini Ravishanker (2004). Selecting Exposure Measures in Crash Rate Prediction for Two-lane Highway Segments, Accident Analysis and Prevention 36(2), pp.183-191.[PDF]
  78. Xiao Qin, John N. Ivan (2001). Estimating Pedestrian Exposure Prediction Model in Rural Areas, Transportation Research Record 1773, pp. 89-96.[PDF]
  79. Fei Yuan, John N. Ivan, Xiao Qin (2001). Safety Benefits of Intersection Approach Realignment on Rural Two-lane Highways, Transportation Research Record 1758, pp. 21-29.[PDF]

 

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