PUBLICATIONS

I  rely on Google Scholar and ResearchGate to provide the most up-to-date inventory of my published research.  You can find my personal page here: https://scholar.google.com/citations?user=AnJ74BcAAAAJ and https://www.researchgate.net/profile/Xiaoyue_Cathy_Liu.  

1. Arman Malekloo, Xiaoyue Cathy Liu, David Sacharny. AI-enabled Airport Runway Pavement Distress Detection using Dashcam Imagery. Computer-Aided Civil and Infrastructure Engineering. doi.org/10.1111/mice.13200. 2024

2. Yirong Zhou, Xiaoyue Cathy Liu, Bingkun Chen, Tony Grubesic, Ran Wei, Danielle Wallace. A data-driven framework for agent-based modeling of vehicular travel using publicly available data. Computers, Environment and Urban Systems. Vol 110, 2024. 

3. Bingkun Chen, Zhuo Chen, Xiaoyue Cathy Liu and Zhiyan Yi. Bayseian inference-based spatiotemporal modeling with interim activities for EV charging etiquette. Transportation Reserach Part D: Environment. Vol 127, 2024.

4. Bing Liu, Xiaoyue Cathy Liu, Yang Yang, Xi Chen, and Xiaolei Ma. Resilience assessment framework toward interdependent bus–rail transit network: Structure, critical components, and coupling mechanism. Communications in Transportation Research. Vol 3, 2023. https://doi.org/10.1016/j.commtr.2023.100098

5. Liu, Xiaohan, Xiaoyue Liu, Congcong Xie, and Xiaolei Ma. Impacts of photovoltaic and energy storage system adoption on public transport: A simulation-based optimization approach. Renewable and Sustainable Energy Reviews 181 (2023): 113319.

6. Zhou, Yirong, Ran Wei, Xiaoyue Liu, Danielle Wallace, and Tony Grubesic. Delineating race-specific driving patterns for identifying racial segregation. Transportation Research Part D: Transport and Environment 119 (2023): 103769.

7.  Liu, Xiaohan, Xiaoyue Liu, Zhengke Liu, Ruifeng Shi, and Xiaolei Ma. A solar-powered bus charging infrastructure location problem under charging service degradation. Transportation Research Part D: Transport and Environment 119 (2023): 103770.

8. Wallace, Danielle, Edward Helderop, Anthony Grubesic, Jason Walker, Xiaoyue Liu, Ran Wei, Yirong Zhou, and Connor Stewart. A two-step process to increase successful geocoding in publicly available police stop data. Police Practice and Research (2023): 1-7.

9. Zhiyan Yi, Bingkun Chen, Xiaoyue Liu, Ran Wei, Jianli Chen & Zhuo Chen. An agent-based modeling approach for public charging demand estimation and charging station location optimization at urban scale. Computers, Environment and Urban Systems. Vol. 101. 2023. 

10. Zhuang Dai, Xiaoyue Cathy Liu, Honghai Li, Meng Wang, Xiaolei Ma. Semi-autonomous bus platooning service optimization with surrogate modeling. Computers & Industrial Engineering. Vol 175. 2023. 

11. Xiaohan Liu, Xiaoyue Liu, Xingying Zhang, Yirong Zhou, Jianli Chen, Xiaolei Ma. Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system. Computer‐Aided Civil and Infrastructure Engineering. 2022.

12. Zuzhao Ye, Nanpeng Yu, Ran Wei & Xiaoyue Liu. Decarbonizing Regional Multi-modal Transportation System With Shared Electric Charging Hub. Transportation Research Part C: Emerging Technologies. Vol. 144. 2022. 

13. Zhiyan Yi, Xiaoyue Liu, Ran Wei. Electric Vehicle Demand Estimation and Charging Station Allocation Using Urban Informatics. Transportation Research Part D: Transport and Environment. Vol 106, 2022. 

14. Scott Himes, James Bonneson, Vikash Gayah, Xiaoyue Liu. Safety Prediction Method for Freeway Facilities with High Occupancy Lanes. Transportation Research Record. Vol 2676, Issue 8, 2022. 

15. Yirong Zhou, Xiaoyue Liu, and Tony Grubesic. Unravel the Impact of COVID-19 on the Spatio-Temporal Mobility Patterns of Microtransit. Journal of Transport Geography. Vol 97. 2021. 

16. Yirong Zhou, Juan Media, Jeffrey Taylor, Xiaoyue Liu. Empirical Verification of Car-Following Parameters Using Naturalistic Driving Data on Freeway Segments. ASCE Journal of Transportation Engineering, Part A: Systems. Vol 148, Issue 2. 2021. 

17. Zhiyan Yi, Xiaoyue Liu, and Ran Wei. Electric Vehicle Charging Demand Forecasting using Deep Learning Model.  Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. DOI: 10.1080/15472450.2021.1966627, 2021. 

18. Zhuo Chen and Xiaoyue Liu. Statistical Distance Based Travel Time Reliability Measurement for Freeway Bottleneck Identification and Ranking. Transportation Research Record. DOI: 10.1177/03611981211017905 

19. Yirong Zhou, Xiaoyue Liu, Ran Wei and Aaron Golub, Bi-Objective Optimization for Battery Electric Bus Deployment Considering Cost and Environmental Equity. IEEE Transactions on Intelligent Transportation Systems, doi: 10.1109/TITS.2020.3043687, 2020.

20. Zhiyan Yi, Xiaoyue Liu, Jeff Phillips, and Nikola Markovic. Inferencing Hourly Traffic Volume Using Data-Driven Machine Learning and Graph Theory. Computers, Environment and Urban Systems. Vol 85, 2020. 

21. Zhiyan Yi, Xiaoyue Liu, Ran Wei, and Tony Grubesic. Snowplow Truck Performance Assessment and Feature Importance Analysis using Machine Learning Techniques. ASCE Journal of Transportation Engineering, Part A: Systems. Vol 147, Issue 2, 2020. 

22. Zhuang Dai, Xiaoyue Liu, Xi Chen, and Xiaolei Ma. Joint optimization of scheduling and capacity for mixed traffic with autonomous and human-driven buses: A dynamic programming approach. Transportation Research Part C: Emerging Technologies. Volume 114, pp 598-619, 2020. 

23. Yongping Zhang, Diao Lin, and Xiaoyue Liu. Biking Islands in Cities: An Analysis Combining Bike Trajectory and Percolation Theory. Journal of Transport Geography. Vol 80, 2019. 

24. Zhuang Dai, Xiaoyue Liu, Zhuo Chen, Ren-yong Guo, and Xiaolei Ma. A Predictive Headway-based Bus-holding Strategy with Dynamic Control Point Selection: A Cooperative Game Theory Approach. Transportation Research Part B: Methodological. Vol 125, pp 29-51, 2019.

25. Zhuo Chen and Xiaoyue Liu. Validating the Adaptability of Travel Time Reliability Measurements using Probe Data. Transportation Research Record: Journal of the Transportation Research Board. Vol 2673, Issue 6, 2019.  

26. Zhuo Chen and Xiaoyue Liu. Roadway Asset Inspection Sampling using High-Dimensional Clustering and Locality-Sensitivity Hashing. Computer-Aided Civil & Infrastructure Engineering. Vol. 34, 116-129. 2018.

27. Zhuo Chen, Xiaoyue Liu, and Ran Wei. Agent-based Approach to Analyzing the Effects of Dynamic Ridesharing in a Multimodal Network. Computers, Environment and Urban Systems. Vol. 74, 126-135, 2018. 

28. Nima Haghighi, Xiaoyue Liu, Ran Wei, Wenwen Li, Hu Shao. Using Twitter Data for Transit Performance Assessment: A Framework for Evaluating Transit Riders' Opinions about Quality of Service. Public Transport. Vol 10, Issue 2, pp 363-377. 2018.

29. Zhenning Li, Cong Chen, Yusheng Ci, Guohui Zhang, Qiong Wu, Xiaoyue Liu, Zhen Qian. Examining Driver Injury Severity in Intersection-Related Crashes using Cluster Analysis and Hierarchical Bayesian Models. Accident Analysis and Prevention. Vol 120, pp 139-151, 2018. 

30. Zhenning Li, Cong Chen, Qiong Wu, Guohui Zhang, Xiaoyue Liu, Panos Prevedouros, David Ma. 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, 2018.

31. Ran Wei, Xiaoyue Liu, Yi Ou, Kiavash Fayyaz. Optimizing the Spatio-temporal Deployment of Battery Electric Bus System. Journal of Transport Geography. Vol 68. pp 160-168, 2018. 

32. Nima Haghighi, Kiavash Fayyaz, Xiaoyue Liu, Anthony Grubesic, and Ran Wei. A Multi-Scenario Probabilistic Simulation Approach for Critical Transportation Network Risk Assessment. Networks and Spatial Economics. Vol 18, Issue 1, pp 181-203, 2018. 

33. Xiaolei Ma, Shuo Sun, Xiaoyue Liu, Chuan Ding, Zhuo Chen, and Yunpeng Wang. A Time-Varying Parameters Vector Auto-Regression Model to Disentangle the Time Varying Effects between Drivers' Responses and Tolling on High Occupancy Toll Facilities. Transportation Research Part C: Emerging Technologies. Vol 88, pp 208-226, 2018. 

34. Nima Haghighi, Xiaoyue Liu, Guohui Zhang, and Richard J. Porter. Impact of Roadway Geometric Features on Crash Severity on Rural Two-Lane Highways. Accident Analysis and Prevention. Vol 111, pp 34-42, 2018. 

35. Xiaoyue Liu, Jeffrey Taylor, Richard J. Porter and Ran Wei. Using Trajectory Data to Explore Roadway Characterization for Bikeshare Network. Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. Volume 22, Issue 6, pp 530-546. 2018.

36. Kiavash Fayyaz, Xiaoyue Liu, and Ran Wei. Transit Vehicle Performance Analysis for Service Continuity or Termination: A Data Envelopment Analysis (DEA) Approach. Transportation Research Record: Journal of Transportation Research Board. Vol 2672, Issue 8, 2018. 

37. Cong Chen, Qiong Wu, Guohui Zhang, Xiaoyue Liu, Panos Prevedouros. Extracting Arterial Access Density Impacts on Safety Performance Based on Clustering and Computational Analysis. ASCE  Journal of Transportation Engineering, Part A: Systems. Vol 144, Issue 4, 2018. 

38. Ran Wei, Xiaoyue Liu, Yongjian Mu, Liming Wang, Aaron Golub, and Steven Farber. Evaluating Public Transit Services for Operational Efficiency and Access Equity. Journal of Transport Geography. Volume 65, pages 70-79. 2017. 

39. Kiavash Fayyaz, Xiaoyue Liu and Guohui Zhang. An Efficient General Transit Feed Specification (GTFS) Enabled Algorithm for Dynamic Transit Accessibility Analysis. PLoS ONE 12(10): 30185333, 2017. 

40. Xiaoyue Liu and Zhuo Chen. Spatial Sampling with Fisher Information for Optimal Maintenance Management and Quality Assurance (MMQA). ASCE  Journal of Transportation Engineering, Part A: Systems, 143(10), 2017. 

41. Kiavash Fayyaz, Xiaoyue Liu, and Richard Porter. Dynamic Transit Accessibility and Transit Gap Causality Analysis. Journal of Transport Geography. Vol 59, pp 27-39, 2017.

42. Zhuo Chen, Xiaoyue Liu, and Guohui Zhang. Non-recurrent Congestion Analysis using Data-driven Spatiotemporal Approach for Information Construction. Transportation Research Part C: Emerging Technologies. Vol 71, pp 19-31, 2016. 

43. Cong Chen, Guohui Zhang, Xiaoyue Liu, Yusheng Ci, Helai Huang, Jianming, Ma, Yanyan Chen, Hongzhi Guan. Driver Injury Severity Outcome Analysis in Rural Interstate Highway Crashes: a Two-Level Bayesian Logistic Regression Interpretation. Accident Analysis and Prevention. Vol 97, pp 69-78, 2016. 

44. Kiavash Fayyaz, Xiaoyue Liu, and Richard Porter. A Genetic-Algorithm and Regression-Based Model for Analyzing Fare Payment Structure and Transit Dwell Time. Transportation Research Record: Journal of Transportation Research Board. Vol 2595, pp 1-10, 2016. 

45. Qiong Wu, Guohui Zhang, Xiaoyu Zhu, Xiaoyue Liu, Rafiqul Tarefder. Analysis of driver injury severity in single-vehicle crashes on rural and urban roadways. Accident Analysis and Prevention. Vol 94, pp 35-45, 2016. 

46. Guangning Xu, Xiaoyue Liu, Shi An, Yinhai Wang, and Yunteng Lao. Enabling Network-wide Tolling Strategy Assessment via Customized Route Choice Simulation Module. ASCE Journal of Transportation Engineering. Vol 142, Issue 2, 2016. 

47. Sa Xiao, Xiaoyue Liu, and Yinhai Wang. Data-driven Geospatial-enabled Transportation Platform for Freeway Performance Analysis. IEEE ITS Magazine, Vol 7 Issue 2, pages 10-21, 2015.

48. Runze Yu, Xiaoyue Liu, Timothy Larson, and Yinhai Wang. Coherent Approach for Modeling and Nowcasting Hourly Near-road Black Carbon Concentrations in Seattle, Washington. Transportation Reseaerch Part D: Transport and Environment. Vol 34, pp 104-115, 2015. DOI: 10.1016/j.trd.2014.10.009

49. Xiaoyue Liu, Guohui Zhang, Carmen Kwan, Yinhai Wang, and Brian Kemper. Simulation-Based Scenario-Driven Integrated Corridor Management Strategy Analysis. Transportation Research Record: Journal of the Transportation Research Board. Vol 2396. pp 38-44, 2014.

50. Qiong Wu, Feng Chen, Guohui Zhang, Xiaoyue Liu, Hua Wang, Susan Bogus. Mixed Logit Model-Based Driver Injury Severity Investigations in Single- and Multi-Vehicle Crashes on Rural Two-Lane Highways. Accident Analysis & Prevention. Volume 72, 11/2014. pp 105-115.

51. Jinjun Tang, Hua Wang, Yinhai Wang, Xiaoyue Liu, and Fang Liu. Hybrid Prediction Approach Based on Weekly Similarities of Traffic Flow for Different Temporal Scales. Transportation Research Record: Journal of the Transportation Research Board. Vol 2243. pp 21-31. 2014. 

52. Hua Wang, Wei Quan, Yinhai Wang, and Xiaoyue Liu. Safety Distance Modeling on the Basis of Vehicle-to-Vehicle Communication. Transportation Research Record: Journal of the Transportation Research Board. Vol 2381. pp 28-35. 2014.

53. Jing Cao, Xiaoyue Liu, Yinhai Wang and Qingquan Li. Accessibility Impacts of China’s High-Speed Rail Network. Journal of Transport Geography. Vol 28. pp 12-21. 2013.

54. Xiaoyue Liu, Yinhai Wang, Bastian Schroeder, and Nagui Rouphail. Quantifying Cross-Weave Impact on Capacity Reduction for Freeway Facilities with Managed Lanes. Transportation Research Record: Journal of the Transportation Research Board. 2012. No. 2278. pp. 171-179.

55. Xiaoyue Liu, Guohui Zhang, Yunteng Lao, and Yinhai Wang. Modeling Traffic Flow Dynamics on Managed-Lane Facility: Approach Based on Cell Transmission Model. Transportation Research Record: Journal of the Transportation Research Board. 2012. No. 2278. pp. 163-170.

56. Xiaoyue Liu, Yinhai Wang, Bastian Schroeder, and Nagui Rouphail. An Analytical Framework for Managed Lane Facility Performance Evaluation. ITE Journal. Vol 82. pp. 30-34. 2012. 

57. Timothy Thomson, Xiaoyue Liu, Yinhai Wang, Bastian Schroeder, and Nagui Rouphail. Operational Performance and Speed-Flow Relationships for Basic Managed Lane Segments. Transportation Research Record: Journal of Transportation Research Board. Vol 2286. 2012. pp 94-104.

58. Bastian Schroeder, Seyedbehzad Aghdashi, Nagui Rouphail, Xiaoyue Liu, and Yinhai Wang. Deterministic Approach to Managed Lane Analysis on Freeways in a Highway Capacity Manual Context. Transportation Research Record: Journal of Transportation Research Board. Vol 2286. 2012. pp 122-132.

59. Xiaoyue Liu, Bastian Schroeder, Timothy Thomson, Yinhai Wang, Nagui Rouphail, and Yafeng Yin. Analysis of Operational Interactions Between Freeway Managed Lanes and Parallel General Purpose Lanes. Transportation Research Record: Journal of the Transportation Research Board. Vol 2262. 2011. pp 62-73.

60. Xiaoyue Liu, Guohui Zhang, Yunteng Lao, and Yinhai Wang, Quantifying the Attractiveness of High Occupancy Toll Lanes with Traffic Sensor Data under Various Traffic Conditions. Transportation Research Record: Journal of the Transportation Research Board.  Vol 2229. 2011. pp 102-109

61. Xiaoyue Liu, and Lei Yu. Development of Geolocation Data Compression for Transportation Target Identification. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2105. 2009. pp 71-82.