University of WashingtonCollege of Engineering
Yinhai Wang, PhD, PECivil & Environmental Engineering and Electrical & Computer Engineering

Scholarship & Intellectual Property

Publications & Patents

Refereed journal articles, conference papers, books, technical reports, edited volumes, and patents in transportation engineering, artificial intelligence, sensing, safety, mobility, and intelligent infrastructure.

Google Scholar

For citation counts and the most continuously updated publication record, visit Prof. Wang's Google Scholar profile.

Publications below are transcribed from Prof. Wang's online CV. Authors marked with * are current or former graduate or undergraduate students.

330Journal articles
125Refereed conference papers
5Books & chapters
7Patents / applications

Peer-Reviewed Scholarship

Refereed Archival Journal Publications

The most recent journal publications are expanded below. Earlier publications are organized into collapsible time periods to keep the page easy to browse.

2024–2026 38 items
  1. Chen, Kehua, Ryan Feng Lin, Shucheng Zhang*, and Yinhai Wang. "Deep Fictitious Play-Based Potential Differential Games for Learning Human-Like Interaction at Unsignalized Intersections." IEEE Transactions on Intelligent Transportation Systems, January 2026. DOI
  2. Zhang*, Shucheng, Yan Shi*, Bingzhang Wang*, Yuang Zhang*, Muhammad Monjurul Karim, Kehua Chen, Chenxi Liu*, Mehrdad Nasri*, and Yinhai Wang. "From Camera-Based Sensing to Reasoning: A Comprehensive Review Toward Proactive Vulnerable Road User Safety." IEEE Transactions on Intelligent Transportation Systems, 1–17, January 2026. DOI
  3. Dai, Bingyou, Xuesong Wang, Fengchun Yang, Yuxiang Feng, Yinhai Wang, and Mohammed Quddus. "Leveraging large language models for crash causation chain inference with in-depth accident investigation data." Transportation Research Part C: Emerging Technologies 191, 105820, October 2026. DOI
  4. Zhang*, Shucheng, Chenxi Liu*, Nutvara Jantarathaneewat*, and Yinhai Wang. "ATSDAS: A Vision-Based System for Automated Traffic Sign Management and Condition Assessment." IEEE Transactions on Intelligent Transportation Systems 27, no. 8, 9317-9328, August 2026. DOI
  5. Jantarathaneewat*, Nutvara, Chenxi Liu*, Shucheng Zhang*, and Yinhai Wang. "Enhancing Deep Learning-Based Segmentation for Obstructive Roadside Element Detection in Point Cloud Data from Mobile Laser Scanning in Rural Road Environments." Journal of Transportation Engineering, Part A: Systems 152, no. 8, 04026060, August 2026. DOI
  6. Nasri*, Mehrdad, Jingyi He*, Muhammad Monjurul Karim, Shucheng Zhang*, and Yinhai Wang. "Can surrogate safety measures explain crash patterns at signalized intersections? Evidence from network-wide connected-vehicle data using negative binomial, random forest, and diffusion GNN models." Journal of Safety Research 97, 553-564, June 2026. DOI
  7. Nasri*, Mehrdad, Shuyi Yin*, Yinhai Wang, and Venky Shankar. "Leveraging image semantic segmentation for road infrastructure localization in traffic safety applications." Transportation Research Record: Journal of the Transportation Research Board 2680, no. 4 (2025). DOI
  8. Zhuang*, Yifan, Pei Liu, Hao Yang*, Kai Zhang, Yinhai Wang, and Ziyuan Pu. "Few-shot learning for novel object detection in autonomous driving." Communications in Transportation Research 5 (2025): 100194. DOI.
  9. Liu, Chunsheng, Baoqi Xue, Shuang Li, Faliang Chang, Ruidong Li, Nanjun Li, and Yinhai Wang. "UAV-Based Vehicle Re-Identification via Counterfactual Attention Learning and Hard-Sensitive Binomial Joint Promotion." IEEE Transactions on Intelligent Transportation Systems (2025). DOI.
  10. Ren, Yilong, Yizhuo Chang, Zhiyong Cui, Xiao Chang, Haiyang Yu, Xiaosong Li, and Yinhai Wang. "Is cooperative always better? Multi-Agent Reinforcement Learning with explicit neighborhood backtracking for network-wide traffic signal control." Transportation Research Part C: Emerging Technologies 179 (2025): 105265. DOI.
  11. Ricord*, Samuel, Angela Kitali, and Yinhai Wang. "Toll Programs and Tolling Equity in the USA: Current Best Practices." Journal of Transportation Engineering, Part A: Systems 151, no. 9 (2025): 03125002. DOI.
  12. Karim, Muhammad Monjurul, Bingzhang Wang*, and Yinhai Wang. "Thermal forecast: Traffic trajectory prediction in challenging nighttime conditions using thermal imaging." Transportation Research Record 2679, no. 7 (2025): 746-755. DOI.
  13. Wang, Xiaofei, Jiamin Chen, Xinwei Li, Qiang Zeng, and Yinhai Wang. "Modeling the Safety Performance of Freeway Horizontal and Crest Vertical Curve Combinations Using Hierarchical Negative Binomial Approaches with Temporal Correlation." Transportation Research Record 2679, no. 7 (2025): 174-184. DOI.
  14. Karim, Muhammad Monjurul, Yan Shi*, Shucheng Zhang*, Bingzhang Wang*, Mehrdad Nasri*, and Yinhai Wang. “Large Language Models and Their Applications in Roadway Safety and Mobility Enhancement: A Comprehensive Review.” Artificial Intelligence for Transportation. Vol. 1, 100004, July 2025. DOI.
  15. Ren, Yining, Yinhai Wang, Zhizhou Wu, Constantinos Antoniou, and Yunyi Liang. "Road Side Unit Location Optimization Considering Communication Channel Competition and 6G Technology." IEEE Transactions on Intelligent Transportation Systems (2025). DOI.
  16. Lu, Hongliang, Meixin Zhu*, Chao Lu, Shuo Feng, Xuesong Wang, Yinhai Wang, and Hai Yang. "Empowering safer socially sensitive autonomous vehicles using human-plausible cognitive encoding." Proceedings of the National Academy of Sciences 122, no. 21 (2025): e2401626122. DOI.
  17. Chen, Xianda, Xu Han, Meixin Zhu*, Xiaowen Chu, PakHin Tiu, Xinhu Zheng, and Yinhai Wang. "EditFollower: Tunable car following models for customizable driving behavior." IEEE Transactions on Intelligent Transportation Systems (2025). DOI.
  18. Liu, Chunsheng, Jincan Xie, Faliang Chang, Tuo Li, Shuang Li, and Yinhai Wang. "End-Point Drive and Reverse Enhanced Decoding-Based Traffic Participants Trajectory Prediction Under Bird’s Eye View." IEEE Transactions on Intelligent Transportation Systems (2025). DOI.
  19. Liu*, Chenxi, Nutvara Jantarathaneewat*, Shucheng Zhang*, Hao Yang*, Xin Fu, and Yinhai Wang. “Advancing Automatic Asset Management: An Edge-Based US-Specific Traffic Sign Detection and Recognition System Based on Image Processing.” Journal of Transportation Engineering, Part A: Systems. Vol. 151, No. 3, 2025. DOI.
  20. Li, Yiqun, Ziyuan Pu*, Pei Liu, Tao Qian, Qinran Hu, Junyi Zhang, and Yinhai Wang. “Efficient Predictive Control Strategy for Mitigating the Overlap of EV Charging Demand and Residential Load based on Distributed Renewable Energy.” Renewable Energy, Vol. 240, 122154. Feb. 2025. DOI.
  21. Fan, Shuying, Kai Lu, Yinhai Wang, Xin Tian, and Minxue Zhang. “Action Masking-Based Proximal Policy Optimization With the Dual-Ring Phase Structure for Adaptive Traffic Signal Control.” IEEE Transactions on Intelligent Transportation Systems. Vol. 26(2), 2422-2433. Feb. 2025. DOI.
  22. Chen, Xianda, Kehua Chen, Meixin Zhu*, Xuesong Wang, Yinhai Wang, and Hao Yang. “MetaFollower: Adaptable Personalized Autonomous Car Following.” Transportation Research Part C: Emerging Technologies. Vol. 169, December 2024, 104872, 2024. DOI.
  23. Liu, Dan, Ziyuan Pu, Yinhai Wang, Tom Van Woensel, and Evangelos I. Kaisar. "New Spatial Analysis and Hybrid Heuristics Enhance Truck Freight Tonnage Estimation Based on Weigh-in-Motion Data." IEEE Transactions on Intelligent Transportation Systems 25, no. 12 (2024): 19581-19591. DOI
  24. Pu, Chenlu, Chenxi Liu*, Yinhai Wang, and Lili Du. “Frontiers of Emerging AI Technologies Best Practices and Workforce Development in Transportation: NSF AI–Transportation Workshop Phase II.” Journal of Transportation Engineering, Part A: Systems. Vol. 150, No. 9, 2024. DOI.
  25. Pu, Chenlu, Chenxi Liu*, Lili Du, and Yinhai Wang. “Potentials and Challenges of AI-Empowered Solutions to Urban Transportation Infrastructure Systems: NSF AI-Transportation Workshop Phase I.” Journal of Transportation Engineering, Part A: Systems. Vol. 150, No. 9, 2024. DOI
  26. Wang, Pengqin, Meixin Zhu*, Xinhu Zheng, Hongliang Lu, Hui Zhong, Xianda Chen, Shaojie Shen, Xuesong Wang, Yinhai Wang, and Fei-Yue Wang. "Bevgpt: Generative pre-trained foundation model for autonomous driving prediction, decision-making, and planning." IEEE Transactions on Intelligent Vehicles (2024). DOI.
  27. Lan, Zhengxing, Yilong Ren, Haiyang Yu, Lingshan Liu, Zhenning Li, Yinhai Wang, and Zhiyong Cui*. “Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning.” Transportation Research Part C: Emerging Technologies, Vol. 165, 2024, 104735, August 2024. DOI.
  28. Zhuang*, Yifan, Talha Azfar, Yinhai Wang, Wei Sun, Xiaokun Wang, Qianwen Guo, and Ruimin Ke*. “Quantum Computing in Intelligent Transportation Systems: A Survey.” CHAIN, Vol. 1, Iss. 2, 138-149. 2024. DOI.
  29. Liu*, Chenglong, Ziyuan Pu*, Yishun Li, Ying Jiang, Yinhai Wang, and Yuchuan Du. “Enabling Edge Computing Ability in View-Independent Vehicle Model Recognition.” International Journal of Transportation Science and Technology, Vol. 14, 73-86, 2024. DOI.
  30. Chen, Xianda, Xianyi Yuan, Meixin Zhu*, Xinhu Zheng, Xuesong Wang, Yinhai Wang, and Fei-Yue Wang. “AggFollower: Aggressiveness Informed Car-Following Modeling.” IEEE Transactions on Intelligent Vehicles. Aug. 2024. DOI.
  31. Lu, Kai, Guanghui Xu, Xiaofeng Xie, Jianmin Xu, and Yinhai Wang. “A Synchronization-constraints-based Dual Bands Method of Traffic Signal Optimization.” Transportmetrica A: Transport Science, 1–20, 2024. DOI.
  32. Li, Zhenning, Zhiyong Cui, Haicheng Liao, John Ash, Guohui Zhang, Chengzhong Xu, and Yinhai Wang. "Steering the future: Redefining intelligent transportation systems with foundation models." Chain 1, no. 1 (2024): 46-53. DOI
  33. Chen, Di, Meixin Zhu*, Hao Yang*, Xuesong Wang, and Yinhai Wang. “Data-driven Traffic Simulation: A Comprehensive Review.” IEEE Transactions on Intelligent Vehicles, Vol. 25(6), 5389-5401. June 2024. DOI.
  34. Lu, Hongliang, Yupei Liu, Meixin Zhu*, Chao Lu, Hai Yang, and Yinhai Wang. “Enhancing Interpretability of Autonomous Driving Via Human-Like Cognitive Maps: A Case Study on Lane Change.” IEEE Transactions on Intelligent Vehicles, Vol. 9(9), 5739-5749. Sept. 2024. DOI.
  35. Liu, Chunsheng, Xiao Zhang, Faliang Chang, Shuang Li, Penghui Hao, Yansha Lu, and Yinhai Wang. “Traffic Scenario Understanding and Video Captioning via Guidance Attention Captioning Network.” IEEE Transactions on Intelligent Transportation Systems. Vol. 25 (5), 3615-3627. May 2024. DOI.
  36. Ricord, Samuel* and Yinhai Wang. “Investigation of Equity Biases in Transportation Data: A Literature Review Synthesis.” Journal of Transportation Engineering, Part A: Systems, Vol. 149, No. 11, 2024. DOI.
  37. Cui*, Zhiyong, Meng-Ju Tsai*, Meixin Zhu*, Hao Yang*, Chenxi Liu*, Shuyi Yin*, and Yinhai Wang. “Traffic Performance Score: Measuring Urban Mobility and Online Predicting of Near-Term Traffic, like Weather Forecasting.” Transportation Research Record, January 2024. DOI.
  38. Liu, Chenxi*, Hao Yang*, Meixin Zhu*, Feilong Wang, Torgeir Vaa, and Yinhai Wang. “Real-Time Multi-Task Environmental Perception System for Traffic Safety Empowered by Edge Artificial Intelligence.” IEEE Transactions on Intelligent Transportation Systems. Vol. 25, No. 1, 517-531, Jan. 2024. DOI.
2020–2023 88 items
  1. Ke*, Ruimin, Jerome M. Lutin, Yinhai Wang, Zhiyong Cui*, Shuyi Yin*, Yifan Zhuang*, and Hao (Frank) Yang*. “Transit Safety System Evaluation and Hotspot Identification Empowered by Edge Computing Transit Event Logging System.” Transportation Research Record. Vol. 2678, Iss. 1, 691-706, June 2023. DOI.
  2. Wang, Xiaofei, Siyu Li, Tianjie Shen, Yinhai Wang, Weiwei Qi, and Jiangbei Yao. “The Impact of the Combination Equilibrium of Horizontal and Sag-Vertical Curves on Safety.” International Journal of Transportation Science and Technology. Vol. 12, Iss. 4, 1006-1016, 2023. DOI.
  3. Chen, Xianda, Meixin Zhu*, Kehua Chen, Pengqin Wang, Hongliang Lu, Hui Zhong, Xu Han, Xuesong Wang, and Yinhai Wang. “FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling.” Scientific Data. Vol. 10, Iss. 1, 828, November 2023. DOI.
  4. Zheng, Wenqing, Hao (Frank) Yang*, Jiarui Cai, Peihao Wang, Xuan Jiang, Simon Shaolei Du, Yinhai Wang, and Zhangyang Wang. “Integrating the Traffic Science with Representation Learning for City-wide Network Congestion Prediction.” Information Fusion. Vol. 99, 101837, 2023. DOI.
  5. Liu*, Lu, Zhiyong Cui*, Ruimin Ke*, and Yinhai Wang. “Lane-Level Short-Term Freeway Traffic Volume Prediction Based on Graph Convolutional Recurrent Network.” Journal of Transportation Engineering, Part A: Systems. Vol. 149, Iss. 10, 04023102, October 2023. DOI.
  6. Liu*, Chenxi, Hao Yang*, Ruimin Ke*, Wei Sun, Julia Wang, and Yinhai Wang. “Cooperative and Comprehensive Multi-Task Surveillance Sensing and Interaction System Empowered by Edge Artificial Intelligence.” Transportation Research Record. Vol. 2677, Iss. 9, 652-668, 2023. DOI.
  7. Ricord*, Samuel, Cole Kopca*, Hao “Frank” Yang*, and Yinhai Wang. “Estimating a Demographic Profile for the Central Puget Sound Region Freeway Network.” Journal of Transportation Engineering, Part A: Systems. Vol. 149, Iss. 9, 04023087, Sept. 2023. DOI.
  8. Wang, Xiaofei, Siyu Li, Xinwei Li, Yinhai Wang, and Qiang Zeng. “Effects of geometric attributes of horizontal and sag vertical curve combinations on freeway crash frequency.” Accident Analysis & Prevention. Vol. 186, 107056, 2023. DOI.
  9. Yang*, Hao, Jiarui Cai, Chenxi Liu, Ruimin Ke, and Yinhai Wang. “Cooperative Multi-camera Vehicle Tracking and Traffic Surveillance with Edge Artificial Intelligence and Representative Learning.” Transportation Research Part C: Emerging Technologies. Vol. 148, March 2023, 103982, 2023. DOI.
  10. Guo, Jiuxia, Zongxin Yang, Qingwei Zhong, Xiaoqian Sun, and Yinhai Wang. “A Novel Resilience Analysis Methodology for Airport Networks System from the Perspective of Different Epidemic Prevention and Control Policy Responses.” PLoS ONE 18(2): e0281950. Feb. 2023. DOI.
  11. Yin*, Shuyi, Luke Fischer, Yinhai Wang, and Jerome M. Lutin. “Business Case for Transit Bus Automated Collision Avoidance Systems.” Transportation Research Record. Vol. 2678, Iss. 2, 891-898, February 2023. DOI.
  12. Ke*, Ruimin, Zhiyong Cui*, Yanlong Chen, Meixin Zhu*, Hao Yang*, Yifan Zhuang*, and Yinhai Wang. “Lightweight Edge Intelligence Empowered Near-crash Detection Towards Real-time Vehicle Event Logging.” IEEE Transactions on Intelligent Transportation Systems. Vol. 8(4), 2737-2747. 2023. DOI.
  13. Yang*, Hao, Chenxi Liu*, Yifan Ling*, Cole Kopca*, Samuel Ricord*, and Yinhai Wang. “Cooperative Traffic Signal Assistance System for Non-Motorized Users and Disabilities Empowered by Computer Vision and Edge Artificial Intelligence.” Transportation Research Part C: Emerging Technologies. Vol. 145, December 2022, 103896, 2022. DOI.
  14. Wang, Hong, Meixin Zhu*, Wanshi Hong, Chieh Wang, Wan Li, Gang Tao, and Yinhai Wang. “Network-Wide Traffic Signal Control Using Bilinear System Modeling and Adaptive Optimization.” IEEE Transactions on Intelligent Transportation Systems. Vol. 24(1), 79-91, 2023. DOI.
  15. Ke*, Ruimin, Chenxi Liu*, Hao Yang*, Wei Sun*, and Yinhai Wang. “Real-time Traffic and Road Surveillance with Parallel Edge Intelligence.” IEEE Journal of Radio Frequency Identification. Vol. 6, 693-696, 2022. DOI.
  16. Yan*, Zhangcun, Duo Zhang, Xiaozhao Lu, Qiyuan Liu, Yinhai Wang, and Jian Sun. “Saturation Flow Rate at the Work Zone–Straddled Intersections with Interweaving Movements: Lane-Based Modeling Study.” Journal of Transportation Engineering, Part A: Systems. Vol. 148(10), 04022088, 2022. DOI.
  17. Zhou*, Yang, Yuantao Zhang, Quan Yuan, Chao Yang, and Yinhai Wang. “The Smartphone-Based Person Travel Survey System: Data Collection, Trip Extraction, and Travel Mode Detection.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(12), 23399 – 23407, 2022. DOI.
  18. Liu*, Chenxi, Hao Yang*, Ruimin Ke*, and Yinhai Wang. “Toward a Dynamic Reversible Lane Management Strategy by Empowering Learning-Based Predictive Assignment Scheme.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(12), 23311-23323, 2022. DOI.
  19. Liang*, Yunyi, Zhizhou Wu, Haochun Yang, and Yinhai Wang. “A Novel Framework for Road Side Unit Location Optimization for Origin-Destination Demand Estimation.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(11), 21113-21126, 2022. DOI.
  20. Qiu*, Rui, Jiuping Xu, Ziqiang Zeng, Xin Chen, and Yinhai Wang. “Carbon Tax Policy-induced Air Travel Carbon Emission Reduction and Biofuel Usage in China.” Journal of Air Transport Management. Vol. 103, August 2022, 102241. DOI.
  21. Zhu*, Meixin, Hao Frank Yang*, Chenxi Liu*, Ziyuan Pu*, and Yinhai Wang. “Real-time Crash Identification Using Connected Electric Vehicle Operation Data.” Accident Analysis & Prevention. Vol. 173, August 2022, 106708. DOI.
  22. Zhuang*, Yifan, Ziyuan Pu*, Hao Yang*, and Yinhai Wang. “Edge–Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks.” IEEE Intelligent Transportation Systems Magazine. Vol. 14(6), 107-121, 2022. DOI.
  23. Liu, Chunsheng, Ye Song, Faliang Chang, Shuang Li, Ruimin Ke*, and Yinhai Wang. “Posture Calibration Based Cross-View & Hard-Sensitive Metric Learning for UAV-Based Vehicle Re-Identification.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(10), 19246-19257, 2022. DOI.
  24. Wang*, Shuo, Ziyuan Pu*, Qianmu Li, and Yinhai Wang. “Estimating Crowd Density with Edge Intelligence Based on Lightweight Convolutional Neural Networks.” Expert Systems with Applications. Vol. 206, 117823, 2022. DOI.
  25. Yang*, Hao, Ruimin Ke*, Zhiyong Cui*, Yinhai Wang, and Karthik Murthy. “Toward a Real-time Smart Parking Data Management and Prediction (SPDMP) System by Attributes Representation Learning.” International Journal of Intelligent Systems. Vol. 37 (8), 4437-4470. 2022. DOI.
  26. Yang*, Hao, Jiarui Cai, Meixin Zhu*, Chenxi Liu*, and Yinhai Wang. “Traffic-Informed Multi-Camera Sensing (TIMS) System Based on Vehicle Re-Identification.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23 (10), 17189-17200. 2022. DOI.
  27. Wang, Xuesong, Rongjiang Xu, Siyang Zhang, Yifan Zhuang*, and Yinhai Wang. “Driver Distraction Detection Based on Vehicle Dynamics Using Naturalistic Driving Data.” Transportation Research Part C: Emerging Technologies, Vol. 136, 103561, 2022. DOI.
  28. Pu*, Ziyuan, Zhiyong Cui*, Jinjun Tang*, Shuo Wang*, and Yinhai Wang. “Multi-Modal Traffic Speed Monitoring: A Real-Time System Based on Passive Wi-Fi and Bluetooth Sensing Technology.” IEEE Internet of Things Journal. Vol. 9 (14), 12413-12424. 2022. DOI.
  29. Yang*, Hao, Chenxi Liu*, Meixin Zhu*, Xuegang Ban, and Yinhai Wang. “How Fast You Will Drive? Predicting Speed of Customized Paths by Deep Neural Network.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(3), 2045-2055, 2022. DOI.
  30. Lu, Kai, Xin Tian, Shuyan Jiang, Jianmin Xu, and Yinhai Wang. “Optimization Model for Regional Green Wave Coordinated Control Based on Ring-and-barrier Structure.” Journal of Intelligent Transportation Systems, Vol. 26(1), 68-80, 2022. DOI.
  31. Wang, Hong, Meixin Zhu*, Wanshi Hong, Chieh Wang, Gang Tao, and Yinhai Wang. “Optimizing Signal Timing Control for Large Urban Traffic Networks Using an Adaptive Linear Quadratic Regulator Control Strategy.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(1), 333-343, 2022. DOI.
  32. Pu*, Ziyuan, Chenglong Liu*, Chenglong Liu*, Zhiyong Cui*, Yinhai Wang. “Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data.” Journal of Intelligent Transportation Systems, Vol. 26(1), 34-45. 2022. DOI.
  33. Yang*, Hao, Chenxi Liu*, Yifan Zhuang*, Wei Sun, Karthik Murthy, Ziyuan Pu*, and Yinhai Wang. “Truck Parking Pattern Aggregation and Availability Prediction by Deep Learning.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(8), 12778-12789, 2021. DOI.
  34. Zhuang*, Yifan, Ziyuan Pu, Jia Hu, and Yinhai Wang. “Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection.” IEEE Transactions on Network Science and Engineering. Vol. 9(3), 1282-1295, 2021. DOI.
  35. Zhang*, Duo, Xiaoyun Chen, Junhua Wang, Yinhai Wang, and Jian Sun. “A Comprehensive Comparison Study of Four Classical Car-following Models based on the Large-scale Naturalistic Driving Experiment.” Simulation Modelling Practice and Theory. Vol. 113, December 2021, 102383. DOI.
  36. Liang, Jian, Jinjun Tang, Fang Liu, and Yinhai Wang. “Combining Individual Travel Preferences Into Destination Prediction: A Multi-Module Deep Learning Network.” IEEE Transactions on Intelligent Transportation Systems. Vol. 23(8), 13782-13793, 2021. DOI.
  37. Lu, Kai, Shuyan Jiang, Yiming Zhao, Yongjie Lin, and Yinhai Wang. “Graphical Optimization Method for Symmetrical Bidirectional Corridor Progression.” Journal of Advanced Transportation, Vol. 2021, 7649214, 2021. DOI.
  38. Zhou*, Yang, Quan Yuan, Chao Yang, and Yinhai Wang. “Who You Are Determines How You Travel: Clustering Human Activity Patterns with a Markov-chain-based Mixture Model.” Travel Behaviour and Society, Vol. 24, 102-112, 2021. DOI.
  39. Liu, Dan, Pengyu Yan, ZiyuanPu*, Yinhai Wang, and Evangelos I Kaisar. “Hybrid Artificial Immune Algorithm for Optimizing a Van-Robot E-grocery Delivery System.” Transportation Research Part E: Logistics and Transportation Review. Vol. 154, 102466, 2021. DOI.
  40. Lu, Kai, Shuyan Jiang, Yiming Chao, Yongjie Lin, and Yinhai Wang. “Graph-based Big Data Analysis and Mining in Transportation Systems.” Journal of Advanced Transportation. Vol. 2021, Article ID 7649214, 2021. DOI.
  41. Liang*, Yunyi, Shen Zhang, and Yinhai Wang. “Data-driven Road Side Unit Location Optimization for Connected-autonomous-vehicle-based Intersection Control.” Transportation Research Part C: Emerging Technologies. Vol. 128, 103169, 2021. DOI.
  42. Wang*, Pengfei, Xuewu Chen, Yue Zheng, Long Cheng, Yinhai Wang, and Da Lei. “Providing Real-time Bus Crowding Information for Passengers: A Novel Policy to Promote High-frequency Transit Performance.” Transportation Research Part A: Policy and Practice. Vol. 148, 316-329, 2021. DOI.
  43. Lutin, Jerome, Heidi Soule, Adam Davis, Andrew Krum, Yinhai Wang, Ruimin Ke*, Dave Valadez, Dan Sellers, Steve Roberts, and Luke Fischer. “Risk Mitigation Planning for Revenue Service Testing of Bus Automated Emergency Braking.” Transportation Research Record: Journal of the Transportation Research Board. Vol. 2675(5), 2021, 193-200. DOI.
  44. Zhang*, Zhengchao, Xi Lin, Meng Li, and Yinhai Wang. “A Customized Deep Learning Approach to Integrate Network-scale Online Traffic Data Imputation and Prediction.” Transportation Research Part C: Emerging Technologies. Vol. 132, 103372, 2021. DOI.
  45. Chen*, Xi, Yinhai Wang, Jianfeng Liu, and Xiaolei Ma. “Multi-region Commuting Bus Route Design Model and Solution Method.” Journal of Transportation Systems Engineering & Information Technology, Vol. 20(4), 166-172, 2020. DOI.
  46. Wang*, Zhongyu, Wenya He, Xi Zhang, Yanli Wang, Bing Wu, and Yinhai Wang. “Lane-Based Vehicular Speed Characteristics Analysis for Freeway Work Zones Using Aerial Videos.” Canadian Journal of Civil Engineering. Vol. 48(3), 274-283. 2021. DOI.
  47. Chen*, Xi, Yinhai Wang, and Xiaolei Ma*. “Integrated Optimization for Commuting Customized Bus Stop Planning, Routing Design, and Timetable Development with Passenger Spatial-Temporal Accessibility.” IEEE Transactions on Intelligent Transportation Systems. Vol. 22(4), 2060-2075, 2021. DOI.
  48. Zhang*, Zhengchao, Fang He, Xi Lin, Yinhai Wang, and Meng Li. “High-Performance Traffic Speed Forecasting Based on Spatiotemporal Clustering of Road Segments.” IET Intelligent Transport Systems. Vol. 15(2), 225-234, 2021. DOI.
  49. Tang*, Jinjun, Jian Liang, Fang Liu, Jingjing Hao, and Yinhai Wang. “Multi-community Passenger Demand Prediction at Region Level based on Spatio-temporal Graph Convolutional Network.” Transportation Research Part C: Emerging Technologies 124, 2021, 102951. DOI.
  50. Li*, Meihui, Ziqiang Zeng, and Yinhai Wang. “An Innovative Car Sharing Technological Paradigm towards Sustainable Mobility.” Journal of Cleaner Production. Vol. 288, 2021, 125626. DOI.
  51. Ma*, Ning, Ziqiang Zeng, Yinhai Wang, and Jiuping Xu. “Balanced Strategy based on Environment and User Benefit-oriented Carpooling Service Mode for Commuting Trips.” Transportation. Vol. 48(3), 1241-1266. 2021. DOI.
  52. Chen, Xi, Yinhai Wang, Yong Wang*, Xiaobo Qu, and Xiaolei Ma*. “Customized Bus Route Design with Pickup and Delivery and Time Windows: Model, Case Study and Comparative Analysis.” Expert Systems with Applications. Vol. 168, 2021, 114242. DOI.
  53. Liu, Dan, Zhenghong Deng, Weibin Zhang, Yinhai Wang, and Evangelos I. Kaisar. “Design of sustainable urban electronic grocery distribution network.” Alexandria Engineering Journal. Vol. 60(1), 145-157. 2021. DOI.
  54. Zhu*, Meixin, Wenbo Zhu*, Jerome Lutin*, Zhiyong Cui*, and Yinhai Wang. “Developing a Practical Method to Compute State-Level Bus Occupancy Rate.” Journal of Transportation Engineering, Part A: Systems. Vol. 147(6), 05021001. 2021. DOI.
  55. Farid, Amro, Muhannad Alshareef, Parupkar Singh Badhesha, Chiara Boccaletti, Nelio Alessandro Azevedo Cacho, Claire-Isabelle Carlier, Amy Corriveau, Inas Khayal, Barry Liner, Joberto SB Martins, Farokh Rahimi, Rosaldo Rossett, Wester CH Schoonenberg, Ashlynn Stillwell, and Yinhai Wang. “Smart City Drivers and Challenges in Urban-Mobility, Health-Care, and Interdependent Infrastructure Systems.” IEEE Potentials. Vol. 40(1), 11-16, 2021. DOI.
  56. Farid, Amro, Muhannad Alshareef, Parupkar Singh Badhesha, Chiara Boccaletti, Nelio Alessandro Azevedo Cacho, Claire-Isabelle Carlier, Amy Corriveau, Inas Khayal, Barry Liner, Joberto SB Martins, Farokh Rahimi, Rosaldo Rossett, Wester CH Schoonenberg, Ashlynn Stillwell, and Yinhai Wang. “Smart City Drivers and Challenges in Energy and Water Systems.” IEEE Potentials. Vol. 40(1), 6-10, 2021. DOI.
  57. Tang*, Jinjun, Xinshao Zhang, Weiqi Yin, Yajie Zou, and Yinhai Wang. “Missing Data Imputation for Traffic Flow based on Combination of Fuzzy Neural Network and Rough Set Theory.” Journal of Intelligent Transportation Systems, Vol. 25(5), 439-454, 2021. DOI.
  58. Ma*, Xiaolei, Houyue Zhang, Yi Li, Junyan Ma, Zhiyong Cui*, and Yinhai Wang. “Forecasting Transportation Network Speed Using Deep Capsule Networks with Nested LSTM Models.” IEEE Transactions on Intelligent Transportation Systems. Vol. 22(8), 4813-4824, 2021. DOI.
  59. Huang, Ling, Jianping Wu, Ronghui Zhang, Dezong Zhao and Yinhai Wang, “Comparative Analysis & Modelling for Riders’ Conflict Avoidance Behavior of E-Bikes and Bicycles at Un-Signalized Intersections.” IEEE Intelligent Transportation Systems Magazine. Vol. 13(4), 131-145. 2021. DOI.
  60. Zhang*, Zhengchao, Meng Li, Xi Lin, and Yinhai Wang. “Network-wide Traffic Flow Estimation with Insufficient Volume Detection and Crowdsourcing Data.” Transportation Research Part C: Emerging Technologies 121, 2020, 102870. DOI.
  61. Li*, Huiping, Meng Li, Xi Lin, Fang He, and Yinhai Wang. “A Spatiotemporal Approach for Traffic Data Imputation with Complicated Missing Patterns.” Transportation Research Part C: Emerging Technologies 119, 2020, 102730. DOI.
  62. Chen*, Xi, Yinhai Wang, Zhuang Dai, and Xiaolei Ma*. “Demand Identification for Customized Bus Based on Multi-source Mobility Data.” Big Data Research, Vol. 6(6), 2020057-1, 2020 (In Chinese). DOI.
  63. Cui*, Zhiyong, Ruimin Ke*, Ziyuan Pu*, and Yinhai Wang. “Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values.” Transportation Research Part C: Emerging Technologies. Vol. 118, 102674, 2020. DOI.
  64. Cui*, Zhiyong, Longfei Lin*, Ziyuan Pu*, and Yinhai Wang. “Graph Markov Network for Traffic Forecasting with Missing Data.” Transportation Research Part C: Emerging Technologies. Vol. 117, 102671, 2020. DOI.
  65. Ke*, Ruimin, Yifan Zhuang*, Ziyuan Pu*, and Yinhai Wang. “A Smart, Efficient, and Reliable Parking Surveillance System with Edge Artificial Intelligence on IoT Devices.” IEEE Transaction on Intelligent Transportation Systems. Vol. 22 (8), 4962-4974. 2020. DOI.
  66. Zhang*, Chen, Jie He, Yinhai Wang, Xintong Yan, Changjian Zhang, Yikai Chen, Ziyang Liu, and Bojian Zhou. “A Crash Severity Prediction Method Based on Improved Neural Network and Factor Analysis.” Discrete Dynamics in Nature and Society. Vol. 2020, Article ID 4013185. 2020. DOI.
  67. Cui*, Zhiyong, Ruimin Ke*, Ziyuan Pu*, Xiaolei Ma*, and Yinhai Wang. “Learning Traffic as a Graph: A Gated Graph Wavelet Recurrent Neural Network for Network-scale Traffic Prediction.” Transportation Research Part C: Emerging Technologies, Volume 115. 2020. DOI.
  68. Zhu*, Meixin, Yinhai Wang, Ziyuan Pu*, Jingyun Hu*, Xuesong Wang, and Ruimin Ke*. “Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving.” Transportation Research Part C: Emerging Technologies, Volume 117. 102662. 2020. DOI.
  69. Pu*, Ziyuan, Ruimin Ke*, Zhibin Li, Yihai Wang. “Evaluating the Non-Linear Correlation between Vertical Curve Features and Crash Rates on Highways using Random Forests.” Journal of Transportation Engineering, Part A: Systems. Vol. 146 (10), 04020115. 2020. DOI.
  70. Yang, Hang, Zhongyu Wang*, Yajie Zou, Bing Wu, and Yinhai Wang. “A Modified Stackelberg Games Approach for Dynamic Signal Control and Route Choice Equilibrium on Mixed Networks.” Transportation Research Record. No. 2674(9), 51-65. 2020. DOI.
  71. Pu*, Ziyuan, Meixin Zhu*, Zhiyong Cui*, Yinhai Wang. “Monitoring Public Transit Ridership Flow by Passively Sensing Wi-Fi and Bluetooth Mobile Devices.” IEEE Internet of Things Journal. Vol. 8(1). 2020. DOI.
  72. Liu, Dan, Zhengdong Deng, Yinhai Wang, and Evangelos I. Kaisar. “Method for Identifying Truck Traffic Site Clustering Using Weigh-in-Motion (WIM) Data.” IEEE Access, Vol. 8, 136750-136759, 2020, DOI.
  73. Wang*, Luqi, Xiaolong Xue, Zebin Zhao, Yinhai Wang, and Ziqiang Zeng. “Finding the De-carbonization Potentials in the Transport Sector: Application of Scenario Analysis with a Hybrid Prediction Model.” Environmental Science and Pollution Research, Vol 2020 (27), 21762-21776. 2020. DOI.
  74. Tang*, Jinjun, Yifan Yang, Wei Hao, Fang Liu, and Yinhai Wang. “A Data-Driven Timetable Optimization of Urban Bus Line Based on Multi-Objective Genetic Algorithm.” IEEE Transaction on Intelligent Transportation Systems. Vol. 22 (4), 2417-2429. 2020. DOI.
  75. Zhuang*, Yifan, Ruimin Ke*, and Yinhai Wang. “Edge-Based Traffic Flow Data Collection Method Using Onboard Monocular Camera.” Journal of Transportation Engineering, Part A: Systems, Vol. 146 (9), 2020. DOI.
  76. Qiu*, Rui, Jiuping Xu, Ruimin Ke*, Ziqiang Zeng, and Yinhai Wang. “Carbon Pricing Initiatives-based Bi-level Pollution Routing Problem.” European Journal of Operational Research, Vol. 286(1), 203-217, 2020. DOI.
  77. Zhang, Weibin, Yaoyao Feng, Kai Lu, Yuhang Song, Yinhai Wang. “Speed Prediction based on a Traffic Factor State Network Model.” IEEE Transaction on Intelligent Transportation Systems. Vol. 22(5), 3112-3122, 2020. DOI.
  78. Liu, Dan, Pengyu Yan, Zhenghong Deng, Yinhai Wang, and Kaisar I. Evangelos. “Collaborative Intermodal Freight Transport Network Design and Vehicle Arrangement with Applications in the Oil and Gas Drilling Equipment Industry.” Transportmetrica A: Transport Science, Vol. 16(3), pp. 1574-1603. 2020. DOI.
  79. He, Yaqin, Md Tawhidur Rahman, Michelle Akin, Yinhai Wang, Kakan Dey, and Xianming Shi. “Connected Vehicle Technology for Improved Multimodal Winter Travel: Agency Perspective and a Conceptual Exploration.” Sustainability, Vol. 12(12), 5071. 2020. DOI.
  80. Heidi, Soule, Skip Huck, Andrew Krum, Yinhai Wang, Ruimin Ke*, Dave Valadez, Dan Sellers, and Jerome Lutin. “How We Are Testing an Automated Collision Avoidance and Emergency Braking System for Buses and What We Have Learned So Far.” Transportation Research Record: Journal of the Transportation Research Board, Vol. 2674(4), 66-74. 2020. DOI.
  81. Ke*, Ruimin, Wan Li, Zhiyong Cui*, and Yinhai Wang. “Two-Stream Multi-Channel Convolutional Neural Network for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact.” Transportation Research Record: Journal of the Transportation Research Board, Vol. 2674(4), pp. 459-470. 2020. DOI.
  82. Ash*, John, Yajie Zou, Dominique Lord, and Yinhai Wang. “Comparison of Confidence and Prediction Intervals for Different Mixed-Poisson Regression Models.” Journal of Transportation Safety & Security. Vol. 13(3), 357-379. 2021. DOI.
  83. Cui*, Zhiyong, Kristian Henrickson*, Salvatore A. Biancardo*, Ziyuan Pu*, and Yinhai Wang. “Establishing Multisource Data-Integration Framework for Transportation Data Analytics.” Journal of Transportation Engineering, Part A: Systems, Vol. 146 (5), 2020. DOI.
  84. Jiang, Ying, Junyi Zhang, Yinhai Wang, and Wenyuan Wang. “Drivers’ Behavioral Responses to Driving Risk Diagnosis and Real-time Warning Information Provision on Expressways: A Smartphone App–based Driving Experiment.” Journal of Transportation Safety & Security, Vol. 12(3), 329-357. 2020. DOI.
  85. Ke*, Ruimin, Shuo Feng, Zhiyong Cui*, and Yinhai Wang. “Advanced Framework for Microscopic and Lane-level Macroscopic Traffic Parameters Estimation from UAV Video.” IET Intelligent Transport Systems, Vol. 14(7), pp. 724-734. 2020. DOI.
  86. Chen, Chen, Haizhong Wang, Josh Roll, Krista Nordback, and Yinhai Wang. “Using Bicycle App Data to Develop Safety Performance Functions (SPFs) for Bicyclists at Intersections: A Generic Framework.” Transportation Research Part A: Policy and Practice 132: 1034-1052, 2020. DOI.
  87. Pu*, Ziyuan, Zhibin Li, Ruimin Ke*, Yinhai Wang. “Full Bayesian Before-After Analysis of Safety Effects of Variable Speed Limit System.” IEEE Transactions on Intelligent Transportation Systems. Vol. 22(2), 964-976, 2020. DOI.
  88. Pu*, Ziyuan, Zhiyong Cui*, Shuo Wang*, Qianmu Li, Yinhai Wang. “Time-Aware Gated Recurrent Unit Networks for Road Surface Friction Prediction Using Historical Data.” IET Intelligent Transport Systems, Vol. 14, Issue 4: 213-219, 2020. DOI.
2015–2019 115 items
  1. Cui*, Zhiyong, Kristian Henrickson*, Ruimin Ke*, and Yinhai Wang. “Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning framework for Network-Scale Traffic Learning and Forecasting.” IEEE Transactions on Intelligent Transportation Systems. Vol. 21(11), 4883 - 4894. Nov. 2019. DOI.
  2. Tang*, Jinjun, Jin Hu, Yiwei Wang, Helai Huang, and Yinhai Wang. “Estimating Hotspots Using a Gaussian Mixture Model from Large-scale Taxi GPS Trace Data.” Transportation Safety and Environment, Vol. 1(2), pp. 145–153. 2019. DOI.
  3. Zhang*, Chen, Jie He, Ziyang Liu, Lu Xing, and Yinhai Wang. “Travel Demand and Distance Analysis for Free-floating Car Sharing based on Deep Learning Method.” PLoS One, Vol. 14(10). 2019. DOI.
  4. Chen*, Xi, Yinhai Wang, Jinjun Tang, Zhuang Dai, and Xiaole Ma. “Examining Regional Mobility Patterns of Public Transit and Automobile Users Based on Smartcard and Mobile Internet Data: a Case Study of Chengdu, China” IET Intelligent Transport Systems, Vol. 14(1), pp. 45-55. 2019. DOI.
  5. Wang*, Luqi, Zebin Zhao, Xiaolong Xue, and Yinhai Wang. “Spillover Effects of Railway and Road on CO2 Emission in China: A Spatiotemporal Analysis.” Journal of Cleaner Production, Vol. 234, pp. 797-809. 2019. DOI.
  6. Yan*, Huimin, Fang He, Xi Lin, Jiaying Yu, Meng Li, and Yinhai Wang. “Network-Level Multiband Signal Coordination Scheme Based on Vehicle Trajectory Data.” Transportation Research Part C, Vol. 107, 266-286, 2019. DOI.
  7. Zhang*, Zhengchao, Meng Li, Xi Lin, Yinhai Wang, and Fang He. “Multistep Speed Prediction on Traffic Networks: A Deep Learning Approach Considering Spatio-Temporal Dependencies.” Transportation Research Part C, Vol. 105, 292-322, 2019. DOI.
  8. Liu, Chunsheng, Shuang Li, Faliang Chang, and Yinhai Wang. “Machine Vision based Traffic Sign Detection Methods: Review, Analyses and Perspectives.” IEEE Access, Vol. 7, pp. 86578-86596. 2019. DOI.
  9. Tang*, Jinjun, Yiwei Wang, Wei Hao, Fang Liu, Helai Huang, Yinhai Wang. “A Mixed Path Size Logit-Based Taxi Customer-Search Model Considering Spatio-Temporal Factors in Route Choice.” IEEE Transactions on Intelligent Transportation Systems, Vol. 21, Issue 4, 1347-1358, 2019. DOI.
  10. Qu, Licheng, Wen Li, Wenjing Li, Dongfang Ma, Yinhai Wang. “Daily Long-term Traffic Flow Forecasting Based on A Deep Neural Network.” Expert System with Applications, Vol. 121, 304-312, 2019. DOI.
  11. Chen, Jun, Yifei Zhuang, Meili Cui, Yinhai Wang, and Dongfang Ma. “Public Trransportation Travel Multi-dimensional Analysis Method Based on APTS Big Data.” Journal of Transportation Systems Engineering and Information Technology. Vol. 19(1): 76-82, 2019. (In Chinese). Link.
  12. Jiang, Ying, Junyi Zhang, Yinhai Wang, Wenjuan Wang. “Capturing Ownership Behavior of Autonomous Vehicles in Japan based on A Stated Preference Survey and A Mixed Logit Model with Repeated Choices.” International Journal of Sustainable Transportation, Vol. 13 (10), 788-801, 2019. DOI.
  13. Li, Qianmu, Yinhai Wang, Ziyuan Pu, Zichen Zhang, and Weibin Zhang. “A Time Series Association State Analysis Method in Smart Internet of Electric Vehicle Charging Network Attack.” Transportation Research Record: Journal of Transportation Research Board, Vol. 2673(4), pp. 217-228. 2019. DOI.
  14. Li*, Huiping, Fang He, Xi Lin, Yinhai Wang, and Meng Li. “Travel Time Reliability Measure Based on Predictability Using the Lempel-Ziv Algorithm.” Transportation Research Part C, Vol. 101, 161-180, 2019. DOI.
  15. Zhang, Weibin, Yinghao Yu, Yong Qi, Feng Shu, Yinhai Wang. “Short-term Traffic Flow Prediction Based on Spatio-temporal Analysis and CNN Deep Learning”. Transportmetrica A: Transport Science. Vol 15(2): 1688-1711, 2019. DOI.
  16. Zhang, Weibin, Xinyu Feng, Yong Qi, Yijin Zhang, Yinhai Wang. “Towards a Model of Regional Vessel Near-miss Collision Risk Assessment for Open Waters based on AIS Data.” Journal of Navigation, Vol 72(6): 1449-1468, 2019. DOI.
  17. Zhou, Zhuping, Kai Zhang, Wenbo Zhu*, and Yinhai Wang. “Modeling Lane-Choice Behavior to Optimize Pricing Strategy for HOT Lanes: A Support Vector Regression Approach”, Journal of Transportation Engineering, Part A: Systems, Vol. 145(4), 2019. DOI.
  18. Yang*, Yang, Zhenzhou Yuan, Xin Fu, Yinhai Wang, and Dongye Sun. “Optimization Model of Taxi Fleet Size Based on GPS Tracking Data.” Sustainability, Vol. 11(3), 731. 2019. DOI.
  19. Wang, Zhihuan, Christophe Claramunt, and Yinhai Wang. “Extracting Global Shipping Networks from Massive Historical Automatic Identification System Sensor Data: a Bottom-up Approach.” Sensors 19, no. 15 (2019): 3363, 2019. DOI.
  20. Zhang, Shen, Xin Liu, Jinjun Tang*, Shaowu Cheng, and Yinhai Wang. “Urban Spatial Structure and Travel Patterns: Analysis of Workday and Holiday Travel Using Inhomogeneous Poisson Point Process Models.” Computers, Environment and Urban Systems, Vol. 73: 68-84, 2019. DOI.
  21. Wang*, Zhongyu, Yufang Bai, Rui Zhu, Yanli Wang, Bing Wu, and Yinhai Wang. “Impact Analysis of Extra Traffic Induced by Project Construction during Planned Special Events.” Transportation Research Record: Journal of the Transportation Research Board, Vol 2673 (7): 402-412, 2019. DOI.
  22. Yang, Xiaoxue, Yajie Zou, Lingtao Wu, Xinzhi Zhong, Yinhai Wang, Muhammad Ijaz, and Yichuan Peng. “Comparative Analysis of the Reported Animal-Vehicle Collisions Data and Carcass Removal Data for Hotspot Identification.” Journal of Advanced Transportation, Volume 2019, Article ID 3521793, 13 pages, 2019. DOI.
  23. Liu, Dan, Zhenghong Deng, Qipeng Sun, Yong Wang*, Yinhai Wang. “Design and Freight Corridor-fleet Size Choice in Collaborative Intermodal Transportation Network Considering Economies of Scale.” Sustainability, Vol. 11(4), 990, 2019. DOI.
  24. Zou, Yajie, Xinzhi Zhong, Jinjun Tang*, Xin Ye, Lingtao Wu, Muhammad Ijaz, and Yinhai Wang. “A Copula-Based Approach for Accommodating the Underreporting Effect in Wildlife‒Vehicle Crash Analysis.” Sustainability, Vol. 11 (2), 418, 2019. DOI.
  25. Zhang, Shen, Xin Liu, Jinjun Tang*, Shaowu Cheng, Yong Qi, and Yinhai Wang. “Spatio-Temporal Modeling of Destination Choice Behavior through the Bayesian Hierarchical Approach.” Physica A: Statistical Mechanics and Its Applications, Vol. 512, 537-551. 2018. DOI
  26. Zhu*, Meixin, Xuesong Wang, and Yinhai Wang. “Human-like Autonomous Car-following Model with Deep Reinforcement Learning.” Transportation Research Part C: Emerging Technologies, Vol. 97: 348-368. 2018. DOI.
  27. Ma, Dongfang, Xiang Song, Wenjing Li, Yinhai Wang, and Weibin Zhang. “Time-of-Day Breakpoints Optimization through Recursive Time Series Partitioning.” IET Intelligent Transport Systems. Dec. 2018. DOI.
  28. Hinohara*, Hiroyuki and Yinhai Wang. “Analysis of Toll Lanes Access Violation Behavior: Example of Express Toll Lanes on I-405.” Transportation Research Record: Journal of the Transportation Research Board, Vol. 2672(12), pp. 1-9. 2018. DOI.
  29. You, Jing, Jianglun Shangguan, Lihua Zhuang, Ning Li, and Yinhai Wang. “An Autonomous Dynamic Trust Management System with Uncertainty Analysis.” Knowledge-Based Systems, Vol. 161, 101-110, 2018. DOI
  30. Wang*, Yong, Shouguo Peng, Chengcheng Xu, Kevin Assogba, Haizhong Wang, Maozeng Xu, and Yinhai Wang. “Two-echelon Logistics Delivery and Pickup Network Optimization Based on Integrated Cooperation and Transportation Fleet Sharing.” Expert Systems with Applications, Vol. 113, 44-65, 2018. DOI
  31. Ke*, Ruimin, Zhibin Li, Jinjun Tang*, Zewen Pan*, and Yinhai Wang. “Real-Time Traffic Flow Parameter Estimation from UAV Video Based on Ensemble Classifier and Optical Flow.” IEEE Transactions on Intelligent Transportation Systems, Vol. 99, 1-11, 2018. DOI
  32. Ke*, Ruimin, Ziqiang Zeng, Ziyuan Pu*, and Yinhai Wang. “New Framework for Automatic Identification and Quantification of Freeway Bottlenecks Based on Wavelet Analysis.” Journal of Transportation Engineering, Part A: Systems, Vol. 144(9): 04018044, 2018. DOI.
  33. Wang*, Yong, Kevin Assogba, Yong Liu, Xiaolei Ma*, Maozeng Xu, and Yinhai Wang. “Two-echelon Location-routing Optimization with Time Windows based on Customer Clustering.” Expert Systems with Applications, Vol. 104, pp. 244-260. 2018. DOI.
  34. Wang*, Yong, Shouguo Peng, Kevin Assogba, Yong Liu, Haizhong Wang, Maozeng Xu, and Yinhai Wang. “Implementation of Cooperation for Recycling Vehicle Routing Optimization in Two-Echelon Reverse Logistics Networks.” Sustainability, 10(5), 1358, 2018. DOI.
  35. Li, Meng, Xiqun Chen, Xi Lin, Dingyuan Xu, and Yinhai Wang. “Connected Vehicle-based Red-Light Running Prediction for Adaptive Signalized Intersections.” Journal of Intelligent Transportation Systems. Vol. 22(3), 229-243, 2018. DOI
  36. Liang*, Yunyi, Zhizhou Wu, Jinyang Li*, Fuliang Li, and Yinhai Wang. “Shockwave-based Queue Length Estimation Method for Pre-Signals for Bus Priority.” Journal of Transportation Engineering, Part A: Systems. 144 (9), 2018. DOI.
  37. Zhang, Weibin, Yong Qi, Zhuping Zhou, Salvatore Biancardo*, and Yinhai Wang. “Method of Speed Imputation based on the High Order Multivariable Markov Model.” IET Journal of Intelligent Transportation Systems, Vol. 12 (10), 1312-1321, 2018. DOI
  38. Wang*, Yong, Jie Zhang, Kevin Assogba, Yong Liu, Maozeng Xu, and Yinhai Wang. “Collaboration and Transportation Resource Sharing in Multiple Centers Vehicle Routing Optimization with Delivery and Pickup.” Knowledge-Based Systems. Vol. 160, 290-310, 2018. DOI.
  39. Zhang, Kai, Zhuping Zhou, Yong Qi, and Yinhai Wang. “Dynamic Pricing Strategy for High Occupancy Toll Lanes Based on Random Forest and Nested Model.” IET Intelligent Transport Systems, Vol. 13(4), pp. 636-643. 2018. DOI.
  40. Zhu, Mengtao, Yunjie Li, and Yinhai Wang. “Design and Experiment Verification of a Novel Analysis Framework for Recognition of Driver Injury Patterns: From a Multi-class Classification Perspective.” Accident Analysis & Prevention, Vol. 120, pp. 152-164. 2018. DOI.
  41. Song, Xiang, Wenjing Li, Dongfang Ma, Dianhai Wang, Licheng Qu, and Yinhai Wang. “A Match-then-Predict Method for Daily Traffic Flow Forecasting Based on Group Method of Data Handling.” Computer‐Aided Civil and Infrastructure Engineering, Vol. 33(11), pp. 982-998. 2018. DOI.
  42. Wang*, Yong, Yingying Yuan, Kevin Assogba, Ke Gong, Haizhong Wang, Maozeng Xu and Yinhai Wang. “Design and Profit Allocation in Two-Echelon Heterogeneous Cooperative Logistics Network Optimization.” Journal of Advanced Transportation. Vol. 2018, 4607493, 2018. DOI.
  43. Zhang, Weibin, Haifeng Guo, Ziqiang Zeng, Yong Qi, and Yinhai Wang. “Transportation Cloud Service Composition Based on Fuzzy Programming and Genetic Algorithm.” Transportation Research Record 2672(45), 64-75, 2018. DOI.
  44. Liang*, Yunyi, Zhiyong Cui*, Yu Tian, Huimiao Chen*, and Yinhai Wang. “A Deep Generative Adversarial Architecture for Network-wide Spatial-Temporal Traffic State Estimation.” Transportation Research Record 2672(45), 87-105, 2018. DOI.
  45. Chen*, Xinqiang, Zhibin Li, Yinhai Wang, Jinjun Tang*, Wenbozhu*, Chaojian Shi, and Huafeng Wu. “Anomaly Detection and Cleaning of Highway Elevation Data from Google Earth using Ensemble Empirical Mode Decomposition.” Journal of Transportation Engineering, Part A: Systems. Vol. 144(5), 2018. DOI
  46. Li, Yunjie, Dongfang Ma, Mengtao Zhu, Ziqiang Zeng, and Yinhai Wang. “Identification of Significant Factors in Fatal-Injury Highway Crashes Using Genetic Algorithm and Neural Network.” Accident Analysis & Prevention. Vol. 111, 354-363, 2018. DOI.
  47. Sun, Feng, Li Sun, Yinhai Wang, Ronghan Yao, and Ziqiang Zeng. “Optimal Location of U-Turn at Signalized Intersections with Double Left-Turn Lanes.” IET Intelligent Transport Systems, Vol. 13(3), pp. 531-540. 2018. DOI.
  48. Hua*, Xuedong, Wei Wang, Yinhai Wang, and Min Ren. “Bus Arrival Time Prediction Using Mixed Multi-Route Arrival Time Data at Previous Stop.” Transport. Vol. 33(2), pp. 543–554. 2018. DOI
  49. Wang*, Yong, Shuanglu Zhang, Kevin Assogba, Jianxin Fan, Maozeng Xu, and Yinhai Wang. “Economic and Environmental Evaluations in the Two-echelon Collaborative Multiple Centers Vehicle Routing Optimization.” Journal of Cleaner Production, Vol. 197, pp. 443-461. 2018. DOI.
  50. Zhang, Weibin, Yong Qi, Zhuping Zhou, Salvatore A Biancardo, and Yinhai Wang. “Method of Speed Data Fusion Based on Bayesian Combination Algorithm and High-order Multi-variable Markov Model.” IET Intelligent Transport Systems, Vol. 12(10), pp. 1312-1321. 2018. DOI.
  51. Zou, Yajie, Xin Ye, Kristian Henrickson*, Jinjun Tang*, and Yinhai Wang. “Jointly Analyzing Freeway Traffic Incident Clearance and Response Time Using a Coupla-based Approach.” Transportation Research Part C. Vol. 86, 171-182, 2018. DOI
  52. Chen, Chen, Jason Anderson, Haizhong Wang, Yinhai Wang, Rachel Vogt, Salvador Hemandez. “How Bicycle Level of Traffic Stress Correlate with Reported Cyclist Accidents Injury Severities: a Geospatial and Mixed Logit Analysis.” Accident Analysis & Prevention. Vol. 108, 234-244, 2017. DOI
  53. Chen*, Xinqiang, Zhibin Li, Yinhai Wang, Zhiyong Cui*, Chaojian Shi, and Huafeng Wu. “Evaluating the Impacts of Grades on Vehicular Speeds on Interstate Highways.” PLOS ONE. Sept. 2017. DOI
  54. Ma*, Xiaolei, Xi Chen*, Xiaopeng Li, Chuan Ding, and Yinhai Wang. “Sustainable Station-level Planning: an Integrated Transport and Land Use Design Model for Transit-Oriented Development.” Journal of Cleaner Production. Vol. 170 (1), 1052-1063, 2018. DOI
  55. Zhang, Shen, Jinjun Tang*, Haixiao Wang, Yinhai Wang, and Shi An. “Revealing Intra-urban Travel Patterns and Service Ranges from Taxi Trajectories.” Journal of Transport Geography. Vol. 61, 72-86, 2017. DOI
  56. Zou, Yajie, Xinzhhi Zhong, John Ash*, Ziqiang Zeng, Yinhai Wang, Yanxi Hao, and Yichuan Peng. “Developing a Clustering-Based Empirical Bayes Analysis Method for Hotspot Identification.” Journal of Advanced Transportation. Vol. 2017, 9 pages. DOI
  57. Wang*, Zhongyu, Qing Cai, Bing Wu, Lingyu Zheng, and Yinhai Wang. “Shockwave-based Queue Estimation Approach for Undersaturated and Oversaturated Signalized Intersections Using Multi-source Detection Data.” Journal of Intelligent Transportation Systems. Vol. 21 (3), 167-178, 2017. DOI
  58. Zhang, Weibin, Cole Kopca*, Jinjun Tang*, Dongfang Ma, and Yinhai Wang. “A Systematic Approach for Collision Risk Analysis based on AIS Data.” The Journal of Navigation, Vol. 70 (5), 1117-1132, 2017. DOI
  59. Bie, Yiming, Zhiyuan Liu, and Yinhai Wang. “A Real-time Traffic Control Method for the Intersection with Pre-signals under the Phase Swap Sorting Strategy.” PLOS ONE. Vol. 12 (5), 2017. DOI
  60. Zhu*, Wenbo, Zhibin Li, John Ash*, Yinhai Wang, and Xuedong Hua*. “Capacity Modeling and Control Optimization for Two-lane Highway Lane Closure Work Zones.” Journal of Transportation Engineering, Part A, Vol. 143(12), 2017. Link
  61. Wang*, Yinsong, Yajie Zou, Kristian Henrickson*, Yinhai Wang, Jinjun Tang*, and Byung-Jung Park. “Google Earth Elevation Data Extraction and Accuracy Assessment for Transportation Applications.” PLOS ONE. Apr. 2017. DOI
  62. Loewenherz, Franz, Victor Bahl, and Yinhai Wang. “Video Analytics towards Vision Zero.” ITE Journal-Institute of Transportation Engineers. Vol. 87(3), 25-28, 2017.
  63. Zou, Yajie, Jinjun Tang*, Lingtao Wu, Kristian Henrickson*, and Yinhai Wang. “Quantile Analysis of Factors Influencing the Time Taken to Clear Road Traffic Incidents.” Proceedings of the Institution of Civil Engineers – Transport, Vol 170 (5), 296-304, 2017. DOI
  64. Tang, Jinjun*, Fang Liu, Yajie Zou*, Weibin Zhang*, and Yinhai Wang. “An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic”. IEEE Transaction on Intelligent Transportation Systems, Vol. 17(11), 3318-3324, 2017. DOI
  65. Zhang, Weibin*, Yong Qi, Ying Yan, Jinjun Tang*, Yinhai Wang. “A method of emission and traveller behavior analysis under multimodal traffic condition”. Transportation Research Part D. Vol. 52, 139-155, 2017. DOI
  66. Zhang, Weibin, Yong Qi, Henrickson Kris*, Jinjun Tang*, Yinhai Wang. “Vehicle traffic delay prediction in ferry terminal based on Bayesian multiple models combination method.” Transportmetrica A: Transport Science. Vol. 13(5), 467-490, 2017. DOI
  67. Yong Wang*, Xiaolei Ma*, Zhibin Li*, Yong Liu, Maozeng Xu, Yinhai Wang. “Profit Distribution in Collaborative Multiple Centers Vehicle Routing Problem.” Journal of Cleaner Production, Vol. 144, 203-219, 2017. DOI
  68. Wang*, Yong, Xiaolei Ma*, Mingwu Liu, Ke Gong, Yong Liu, Maozeng Xu, and Yinhai Wang. “Cooperation and Profit Allocation in Two-echelon Logistics Joint Distribution Network Optimization.” Applied Soft Computing. Vol. 56, 143-157, 2017. DOI
  69. Pu*, Ziyuan, Zhibin Li, John Ash*, Wenbo Zhu*, and Yinhai Wang. “Evaluation of Spatial Heterogeneity in the Sensitivity of On-Street Parking Occupancy to Price Change.” Transportation Research Part C. Vol. 77, 67-79, 2017. DOI
  70. Zeng, Ziqiang, Wenbo Zhu*, Ruimin Ke*, John Ash*, Yinhai Wang, Jiuping Xu, Xinxin Xu. “A Generalized Nonlinear Model-based Mixed Multinomial Logit Approach for Crash Data Analysis.” Accident Analysis & Prevention. Vol. 99: 51-65, 2017. DOI
  71. Chen, Cong, Guohui Zhang, Xiaolei Ma, and Yinhai Wang. “Big Data Analysis and Knowledge Discovery for Smart City Development Enhancement.” Big Data Research. Vol. 3, pp. 39-48.2016. (In Chinese). Link
  72. Yuan, Shaoxin, Benjamin Wright*, Yajie Zou, and Yinhai Wang. “Quantification of Variability of Valid Travel Times with Finite Mixture Models for Buses, Passenger Cars and Taxis.” IET Intelligent Transport Systems. Vol. 11(1), 1-9, 2017. Link
  73. Ke, Ruimin*, Zhibin Li, Sung Kim, John Ash*, Zhiyong Cui*, and Yinhai Wang. “Real-Time Bidirectional Traffic Flow Parameter Estimation from Aerial Videos.” IEEE Transactions on Intelligent Transportation Systems. Vol. 18(4), 890-901, 2017. DOI.
  74. Chen, Xinqiang, Zhibin Li, Yinhai Wang, Chaojian Shi, Huafeng Wu, and Shengzheng Wang. “Highway Elevation Data Smoothing Using Local Enhancement Mechanism and Butterworth Filter.” Internatinal Journal of Innovative Computing, Information, and Control, Vol. 13(6), pp. 1887-1901. 2017. Link.
  75. Hua*, Xuedong, Wei Wang, Yinhai Wang, Ziyuan Pu. “Optimizing Phase Compression for Transit Signal Priority at Isolated Intersections.” Transport. Vol. 32(4), 386-397, 2016. DOI
  76. Wu, Wei, Wanjing Ma, Kejun Lo, and Yinhai Wang. “Integrated Optimization of Bus Priority Operations in Connected Vehicle Environment.” Journal of Advanced Transportation. Vol. 50 (8), 1853-1869, 2016. DOI
  77. Zhang, Weibin, Jinjun Tang*, Henrickson Kristian*, Yajie Zou, and Yinhai Wang. “Hybrid Short-Term Prediction of Traffic Volume at Ferry Terminal Based on Data Fusion.” IET Intelligent Transport Systems. Vol. 10(8), 524-534, 2016. DOI
  78. Zhang, Weibin, Yajie Zou, Jinjun Tang*, John Ash*, and Yinhai Wang. “Short-Term Prediction of Vehicle Waiting Queue at Ferry Terminal Based on Machine Learning Method.” Journal of Marine Science and Technology. Vol. 21(4), 729-741, 2016. DOI
  79. Zhang, Weibin, Floris Goerlandt, Pentti Kujala, Yinhai Wang. “An Advanced Method for Detecting Possible Near Miss Ship Collisions from AIS data”. Ocean Engineering. Vol. 124, 141-156, 2016. DOI
  80. Tang*, Jinjun, Han Jiang*, Zhibin Li, Meng Li, Fang Liu, and Yinhai Wang. “A Two-layer Model for Taxi Customer Searching Behaviors using GPS Trajectory Data.” IEEE Transactions on Intelligent Transportation Systems. Vol. 17(11), 3318-3324, 2016. DOI
  81. Wang*, Yong, Xiaolei Ma*, Yong Liu, Ke Gong, Maozeng Xu, and Yinhai Wang. “A Two-Stage Algorithm for Origin-Destination Matrices Estimation Considering Dynamic Dispersion Parameter for Route Choice.” PLOS ONE, 11(1), 2016. DOI
  82. Ma*, Xiaolei, Yong Wang*, Edward McCormack, and Yinhai Wang. “Understanding Freight Trip Chaining Behavior Using Spatial Data Mining Approach with GPS Data.” Transportation Research Record. No. 2596, 44-54, 2016. DOI
  83. Li, Meng, Xiqun Chen, Xi Lin, Dingyuan Xu, and Yinhai Wang. “Connected Vehicle based Dynamic All-Red Extension for Adaptive Signalized Intersections.” Journal of Intelligent Transportation Systems. Published online, 1-15, 2016. DOI
  84. Dunlap*, Matthew, Zhibin Li*, Kristian Henrickson*, and Yinhai Wang. “Estimation of Origin and Destination Information from Bluetooth and Wi-Fi Sensing for Transit.” Transportation Research Record. No. 2595, 11-17, 2016. DOI
  85. Lin, Dianchao, Wanjing Ma, Li Li, and Yinhai Wang. “A Driving Force Model for Non-Strict Priority crossing Behaviors of Right-Turn Drivers.” Transportation Research Part B. Vol. 83: 230-244, 2016. DOI
  86. Jiang, Han, Yajie Zou, Shen Zhang, Jinjun Tang*, and Yinhai Wang. “Vehicle Waiting Queue at Ferry prediction using remote microwave sensor data: machine learning versus statistical model.” Mathematical Problems in Engineering, Article ID 9236156, 2016. DOI
  87. Tang*, Jinjun, Fang Liu, Weibin Zhang*, Shen Zhang, and Yinhai Wang. “Exploring Dynamic Property of Traffic Flow Time Series in Multi-State Based on Complex Networks: Phase Space Reconstruction versus Visibility Graph.” Physica A, 15(5), 635-648, 2016. DOI
  88. Tang*, Jinjun, Shen Zhang*, Yajie Zou*, John Ash*, Fang Liu, and Yinhai Wang. “Travel Time Estimation Using Freeway Point Detector Data Based on Evolving Fuzzy Neural Inference System.” PLOS ONE, 2016. DOI
  89. Wang*, Zhongyu, Bing Wu, and Yinhai Wang. “Comparison of Delay Estimation Models for Signalized Intersections Using Field Observations in Shanghai.” IET Journal of Intelligent Transportation Systems. 10(3), 165-174, 2016. DOI
  90. Wang, Hua, Guohui Zhang, Zhisong Zhang, and Yinhai Wang. “Estimating Control Delays at Signalised Intersections Using Low-resolution Transit Bus-based Global Positioning System Data.” IET Intelligent Transport Systems, Vol. 10(2), pp. 73-78. 2016. DOI.
  91. Xu*, Guangning, Xiaoyue (Cathy) Liu*, Shi An, and Yinhai Wang. “Enabling Network-Wide Tolling-Strategy Assessment via Customized Route-Choice Simulation Module.” Journal of Transportation Engineering. 142(2), 2016. DOI
  92. Zou*, Yajie, Kristian Henrickson*, Dominique Lord, Yinhai Wang, and Kun Xu. “Application of Finite Mixture Models for Analyzing Freeway Incident Clearance Time.” Transportmetrica A. 12(2), 99-115, 2016. DOI
  93. Wang, Jiangfeng, Yinhai Wang, Chaofan Bi*, Jinxian Weng, and Xuedong Yan. “'Modeling the Probability of Freeway Lane-Changing Collision Occurrence Considering Intervehicle Interaction.” Traffic Injury Prevention. Vol. 17(2), 181-187, 2016. DOI
  94. Tang*, Jinjun, Shen Zhang, Wenhui Zhang, Fang Liu, Weibin Zhang, and Yinhai Wang. “Statistical Properties of Urban Mobility from Location-based Travel Networks.” Physica A: Statistical Mechanics and its Applications, Vol. 461, pp. 694-707. 2016. DOI.
  95. Chen, Xiaofeng, Kristian Henrickson*, and Yinhai Wang. “Kinect-based Pedestrian Detection for Crowded Scenes.” Computer-Aided Civil and Infrastructure Engineering. Vol. 31(3), 229-240, 2015. DOI
  96. Zou*, Yajie, Xuedong Hua*, Yanru Zhang, and Yinhai Wang. “Hybrid Short-Term Freeway Speed Prediction Methods Based on Spatial-Temporal and Periodic Analysis.” Canadian Journal of Civil Engineering. 42(8), 570-582, 2015. DOI
  97. Tang*, Jinjun, Fang Liu, Yinhai Wang, and Hua Wang. “Uncovering Urban Human Mobility from Large Scale Taxi GPS Data.” Physica A, 438: 140-153, 2015. DOI
  98. Chuan Ding, Xiaolei Ma*, Yinhai Wang, Yunpeng Wang, “Exploring the Influential Factors in Incident Clearance Time: Disentangling Causation from Self-Selection Bias.” Accident Analysis and Prevention, Vol. 85, 58-65, 2015. DOI.
  99. Zou*, Yajie, Kristian Henrickson*, Lingtao Wu, and Yinhai Wang. “Application of the Empirical Bayes Method with Finite Mixture Model for Identifying Accident-Prone Spots.” Mathematical Problems in Engineering, Vol. 2015, 2015. DOI.
  100. Ma*, Xiaolei, Zhimin Tao*, Yinhai Wang, Haiyang Yu, and Yunpeng Wang. “Long Short-term Memory Neural Network for Traffic Speed Prediction Using Remote Microwave Sensor Data.” Transportation Research Part C: Emerging Technologies. Vol. 54, 187-197, 2015. DOI.
  101. Wang*, Yong, Xiaolei Ma*, Yunteng Lao*, and Yinhai Wang. “Two-Echelon Logistics Distribution Region Partitioning Problem based on a Hybrid Particle Swarm Optimization–Genetic Algorithm.” Expert Systems with Applications. Vol. 42(12), 5019-5031, 2015. DOI.
  102. Ma*, Xiaolei, Haiyang Yu, Yunpeng Wang, and Yinhai Wang. “Large-scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory.” PLOS ONE, 2015. DOI.
  103. Zhang, Shen, Jinjun Tang*, Hua Wang, and Yinhai Wang. “Enhancing Traffic Incident Detection Using Spatial Point Pattern Analysis on Social Media.” Transportation Research Record. No. 2528, 69-77, 2015. DOI
  104. Tang*, Jinjun, Yinhai Wang, Shen Zhang, Hua Wang, and Fang Liu. “On Missing Traffic Data Imputation Based on Fuzzy C-means Method by Considering Spatial Temporal Correlation.” Transportation Research Record. No. 2528, 86–95, 2015. DOI
  105. Henrickson*, Kristian, Yajie Zou*, and Yinhai Wang. “Flexible and Robust Method for Missing Loop Detector Data Imputation.” Transportation Research Record. No. 2527, 29-36, 2015. DOI
  106. Wang*, Yinsong, Wanjing Ma, Kristian Henrickson, Yinhai Wang, and Xiaoguang Yang. “Dynamic Lane Assignment Approach for Freeway Weaving Segment Operation.” Transportation Research Record. No. 2484, 39-49, 2015. DOI
  107. Wright*, Benjamin, Yajie Zou*, and Yinhai Wang. “Impact of Traffic Incidents on the Reliability of Freeway Travel Times.” Transportation Research Record. No. 2484, 90-98, 2015. DOI
  108. Xiao*, Sa, Cathy Liu*, and Yinhai Wang. “Data-driven Geospatial-enabled Transportation Platform for Freeway Performance Analysis.” IEEE Intelligent Transportation Systems Magazine. Vol. 7(2), 10-21, 2015. DOI.
  109. Yu*, Runze, Cathy Liu*, Timothy Larson, and Yinhai Wang. “Coherent Approach for Modeling and Nowcasting Hourly Near-Road Black Carbon Concentrations in Seattle, Washington” Transportation Research Part D, Volume 34, 104–115, 2015. DOI.
  110. Zhang*, Hui, Peng Zhao, Yinhai Wang, Xiangming Yao, and Chengxiang Zhuge*. “Evaluation of Bus Networks in China: from Topology and Transfer Perspectives.” Discrete Dynamics in Nature and Society. Volume 2015 (2015), Article ID 328320, 8 pages, 2015. DOI.
  111. Tang*, Jinjun, Guohui Zhang*, Yinhai Wang, Hua Wang, and Fang Liu. “A hybrid approach to integrate fuzzy C-means based imputation method with genetic algorithm for missing traffic volume data estimation.” Transportation Research Part C. Vol.51, 29-40, 2015. DOI.
  112. Wang*, Yong, Xiaolei Ma*, Yunteng Lao*, and Yinhai Wang. “Vehicle Routing Problem based on A Fuzzy Customer Clustering Approach for Logistics Network Optimization.” Journal of Intelligent & Fuzzy Systems, vol. 29, no. 4, pp. 1427-1442, 2015. DOI.
  113. Wang*, Yong, Xiaolei Ma*, Likun Wang, Yinhai Wang, Yong Liu, and Mao-Zeng Xu. “A Methodology to Exploit Profit Allocation in Logistics Joint Distribution Network Optimization.” Mathematical Problems in Engineering. Vol. 2015, Article ID 827021, 2015. DOI.
  114. Wang*, Zhongyu, Qing Cai, Bing Wu, Yinhai Wang, and Linbo Li. “Cycle⁃ by⁃ Cycle Queue Length Estimation for Signalized Intersections Using Multi⁃ Source Data.” Journal of Harbin Institute of Technology (New Series), Vol. 22(2), pp. 86-93. 2015. DOI
  115. Perrine*, Kenneth, Yunteng Lao*, Jun Wang*, and Yinhai Wang. “Area-Wide Ramp Metering for Targeted Incidents: The Additive Increase, Multiplicative Decrease Method.” Journal of Computing in Civil Engineering, 29(2), 2015. DOI.
2010–2014 47 items
  1. Hou*, Lin, Yunteng Lao*, Yinhai Wang, Zuo Zhang, Yi Zhang, and Zhiheng Li. “Time-Varying Effects of Influential Factors on Incident Clearance Time Using a Non-Proportional Hazard-based Model.” Transportation Research Part A. Vol. 63, 12-24, 2014. DOI.
  2. Ma*, Xiaolei and Yinhai Wang. “Development of A Data-driven Platform for Transit Performance Measures Using Smart Card Data and GPS Data.” Journal of Transportation Engineering. Vol. 140, No. 12, 2014. DOI.
  3. Cai, Qing, Zhongyu Wang, Lingyu Zheng, Bing Wu, and Yinhai Wang. “Shockwave Approach to Estimating Queue Length at Signalized Intersections by Fusing Data of Point and Mobile Sensors.” Transportation Research Record. No. 2422, 79-87, 2014. DOI.
  4. Tang*, Jinjun, Hua Wang, Yinhai Wang, Xiaoyue Liu*, and Fang Liu. “Hybrid Predicting Approach Based on Weekly Similarity for Traffic Flow at Different Temporal Scales.” Transportation Research Record. No. 2443, 21-31, 2014. DOI.
  5. Hua Wang, Wei Quan, Yinhai Wang, and Greg Miller. “Dual Roadside Seismic Sensor for Moving Road Vehicle Detection and Characterization.” Sensors, 14(2), 2892-2910, 2014. DOI.
  6. Tang*, Jinjun, Yinhai Wang, and Fang Liu. “Dynamic Analysis of Traffic Time Series at Different Temporal Scales: A Complex Networks Approach.” Physica A, Vol. 405, 303-315, 2014. DOI.
  7. Zhang*, Guohui, Xiaolei Ma*, and Yinhai Wang. “Self-Adaptive Dynamic Tolling Strategy for Optimal Operations on High Occupancy Toll Lanes.” IEEE Transactions on Intelligent Transportation Systems, Volume 15, Issue 1, 306-317, 2014. DOI.
  8. Lao*, Yunteng, Guohui Zhang*, Yinhai Wang, and John Milton. “Generalized Nonlinear Models for Rear-End Crash Risk Analysis.” Accident Analysis and Prevention. Vol. 62, 9-16, 2014. DOI.
  9. Wang*, Yong, Xiaolei Ma*, Yunteng Lao*, Yinhai Wang, and Haijun Mao. “A Fuzzy-based Customer Clustering Approach with Hierarchical Structure for Logistics Network Optimization.” Expert Systems with Applications, Vol. 41, Issue 2, 521-534, 2014. DOI.
  10. Ma*, Xiaolei, Yao-Jan Wu*, Yinhai Wang, Feng Chen, and Jianfeng Liu. “Mining Smart Card Data for Transit Riders’ Travel Patterns.” Transportation Research Par C, Vol. 36, 1-12. 2013. DOI.
  11. Tang*, Jinjun, Yinhai Wang, and Fang Liu. “Characterizing Traffic Time Series Based on Complex Network Theory.” Physica A. Vol. 392, Issue 18, 4192-4201, 2013. DOI.
  12. Wang*, Yong, Xiaolei Ma*, Yunteng Lao*, Yinhai Wang, and Haijun Mao. “Vehicle Routing Problem: Simultaneous Deliveries and Pickups with Split Loads and Time Windows.” Transportation Research Record, No. 2378, 120-128, 2013. DOI.
  13. Wang, Hua, Wei Quan, Yinhai Wang, and Xiaoyue Liu. “Modeling of Safe Driving Distance on the Basis of Vehicle-to-Vehicle Communication.” Transportation Research Record, No. 2381, 28-35. 2013. DOI.
  14. Liu*, Xiaoyue, Guohui Zhang*, Carmen Kwan, Yinhai Wang, and Brian Kemper. “Simulation-Based Scenario-Driven Integrated Corridor Management Strategy Analysis.” Transportation Research Record, No. 2396, 38-44, 2013. DOI.
  15. Yu*, Runze, Yunteng Lao*, Xiaolei Ma*, and Yinhai Wang. “Short-Term Traffic Flow Forecasting for Improved Estimates of Freeway Incident Induced Delays.” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. Vol. 18, Issue 3, 254-263, 2014. DOI.
  16. Zhang*, Guohui, and Yinhai Wang. “Gaussian Kernel Based Approach for Modeling Vehicle Headway Distributions.” Transportation Science. Volume 48 Issue 2, 206-216, 2014. DOI.
  17. Tang*, Jinjun, 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, No. 2443, 21-31, 2014. DOI.
  18. Zheng*, Jianyang, Yao-Jan Wu*, Xiaolei Ma*, Yinhai Wang. “Measuring Signalized Intersection Performances in Real-Time with Traffic Sensors.” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. Vol. 17, Issue 4, 304-316, 2013. DOI.
  19. Zhang*, Guohui and Yinhai Wang. “Optimizing Coordinated Ramp Metering – A Preemptive Hierarchical Control Approach.” Computer-Aided Civil and Infrastructure Engineering, Vol. 28, 23-27, 2013. DOI.
  20. Zhang*, Guohui, Xiaolei Ma*, and Yinhai Wang. “Self-adaptive Tolling Strategy for Enhanced High-occupancy Toll Lane Operations.” IEEE Transactions on Intelligent Transportation Systems, Vol. 15(1), 306-317, 2013. DOI.
  21. Hou*, Lin, Yunteng Lao*, Yinhai Wang, Zuo Zhang, Yi Zhang, and Zhiheng Li. “Modeling Freeway Incident Response Time: a Mechanism-based Approach.” Transportation Research Part C, Vol. 28, 87-100, 2013. DOI.
  22. Cao*, Jing, Xiaoyue Liu*, Yinhai Wang, and Qingquan Li. “Accessibility Impacts of China’s High-Speed Rail Network.” Journal of Transport Geography. Vol. 28, 12-21, 2013. DOI.
  23. Zheng*, Jianyang, Yinhai Wang, and Kamal Ahmed. “Performance Comparison for Vehicle Tracking in Urban Areas: GPS/INS Integrated System vs. GPS Alone.” Port-Said Engineering Research Journal, Vol. 17(1), pp. 115-121. 2013. DOI.
  24. Liu*, Xiaoyue, Yinhai Wang, Bastian Schroeder, and Nagui Rouphail. “An Analytical Framework for Managed Lane Facility Performance Evaluation.” ITE Journal 82(10), 30-36, 2012.
  25. Wang*, Yong, Xiaolei Ma*, Yinhai Wang, Haijun Mao, and Yong Zhang. “Location Optimization of Multiple Distribution Centers Under Fuzzy Environment.” Journal of Zhejiang University-Science A, Vol. 13, Issue 10, 782-798, 2012. DOI.
  26. Lao*, Yunteng, Guohui Zhang*, Jonathan Corey*, and Yinhai Wang. “Gaussian Mixture Model-based Speed Estimation and Vehicle Classification Using Single Loop Measurements.” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 16, Issue 4, 184-196, 2012. DOI.
  27. Ma*, Xiaolei, Yinhai Wang, Feng Chen, and Jianfeng Liu. “Transit Smart Card Data Mining for Passenger Origin Information Extraction.” Journal of Zhejiang University-Science C, Vol. 13, Issue 10, 750-760, 2012. DOI.
  28. Cheevarunothai*, Patikhom, Guohui Zhang*, Jianyang Zheng*, Yinhai Wang, and Shi An. “Using Precise Time Offset to Improve Freeway Vehicle Delay Estimates.” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 16, Issue 2, 82-93, 2012. DOI.
  29. Liu*, Xiaoyue, Guohui Zhang*, and Yinhai Wang. “Modeling Traffic Flow Dynamics on Managed Lane Facility: a Cell Transmission Model based Approach.” Transportation Research Record, No. 2278, 163-170, 2012. DOI.
  30. Liu*, Xiaoyue, Yinhai Wang, Bastian Shroeder, and Nagui Rouphail. “Quantifying Cross-Weave Impact on Capacity Reduction for Freeway Facilities with Managed Lanes.” Transportation Research Record, No. 2278, 171-179, 2012. DOI.
  31. Malinovskiy*, Yegor, Nicolas Saunier, and Yinhai Wang. “Pedestrian Travel Analysis with Static Bluetooth Sensors.” Transportation Research Record, No. 2299, 137-149, 2012. DOI.
  32. Lao*, Yunteng, Yao-Jan Wu*, Yinhai Wang, and Kelly McAllister. “Fuzzy Logic-based Mapping Algorithm for Improving Animal-Vehicle Collision Data.” ASCE Journal of Transportation Engineering, 138(5), 520–526, 2012. DOI.
  33. Wu*, Yao-Jan, Guohui Zhang*, and Yinhai Wang. “Link Journey Speed Estimation for Urban Arterial Performance Measurement using Advance Loop Detector Data under Congested Conditions.” ASCE Journal of Transportation Engineering, 138(11), 1321-1332, 2012. DOI.
  34. Lao*, Yunteng, Yao-Jan Wu, Yinhai Wang, and Xiaoguang Yang. “Applicability of Single and Double Phase Midblock Crossings.” Proceedings of the ICE: Transport, Vol. 166, Issue 3, 2012. DOI.
  35. Thomson*, Timothy, Xiaoyue Liu*, Yinhai Wang, Bastian Shroeder, and Nagui Rouphail. “Operational Performance and Speed-Flow Relationships for Basic Managed Lane Segments.” Transportation Research Record, No. 2286, 94-104, 2012. DOI.
  36. Shroeder, Bastian, Seyedbehzad Aghdashi, Nagui Rouphail, Xiaoyue Liu*, and Yinhai Wang. “Deterministic Approach to Modeling Managed Lanes on Extended HCM Freeway Facilities.” Transportation Research Record, No. 2286, 122-132, 2012. DOI
  37. Lao*, Yunteng, Guohui Zhang*, Yao-Jan Wu*, and Yinhai Wang. “Modeling Animal-Vehicle Collisions Considering Animal-Vehicle Interactions.” Accident Analysis and Prevention. Issue 43, 1991-1998, 2011. DOI.
  38. Liu*, Xiaoyue, Bastian J. 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, No. 2262, 62-73. 2011. DOI.
  39. Ma*, Xiaolei, Edward McCormack, and Yinhai Wang. “Processing Commercial Global Positioning System Data to Develop a Web-based Freight Performance Measures Program.” Transportation Research Record, No. 2246, 92-100, 2011. DOI.
  40. Corey*, Jonathan, Yunteng Lao*, Yao-Jan Wu*, and Yinhai Wang. “Detection and Correction of Inductive Loop Detector Sensitivity Errors Using Gaussian Mixture Models.” Transportation Research Record, No. 2256, 120-129, 2011. DOI.
  41. Liu*, Xiaoyue, 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, No. 2229, 102-109, 2011. DOI.
  42. Ma*, Xiaolei, Yao-Jan Wu*, and Yinhai Wang. “DRIVE Net: An E-Science Transportation Platform for Data Sharing, Visualization, Modeling, and Analysis.” Transportation Research Record, No. 2215, 37-49, 2011. DOI.
  43. Wu*, Yao-Jan, Shi An, Xiaolei Ma*, and Yinhai Wang. “Development of Web-Based Analysis System for Real-Time Decision Support on Arterial Networks.” Transportation Research Record, No. 2215, 24-36, 2011. DOI.
  44. Wu*, Yao-Jan, Mark Hallenbeck, Yinhai Wang, and Kari Watkins. “Evaluation of Interaction between Arterial and Freeway Performance: Case Study.” ASCE Journal of Transportation Engineering, Vol. 137, No. 8, 509-519, 2011. DOI.
  45. Lao*, Yunteng, Yao-Jan Wu*, Jonathan Corey*, and Yinhai Wang, “Modeling Animal-Vehicle Collisions Using Diagonal Inflated Bivariate Poisson Regression.” Accident Analysis and Prevention, Issue 43, 220-227, 2010. DOI.
  46. Wu*, Yao-Jan, Guohui Zhang*, and Yinhai Wang. “Volume Data Correction for Single-channel Advance Loop Detectors at Signalized Intersections.” Transportation Research Record, No. 2160, 128 – 139, 2010. DOI.
  47. Zhang*, Guohui and Yinhai Wang. “Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated Control at Isolated Intersections.” IEEE Transactions on Intelligent Transportation Systems, Vol. 12(1), 164-183, 2011. DOI.
Before 2010 36 items
  1. Malinovskiy*, Yegor, Yao-Jan Wu*, and Yinhai Wang. “Video-Based Vehicle Detection and Tracking Using Spatiotemporal Maps.” Transportation Research Record, No. 2121, 81-89, 2009. DOI.
  2. Wu*, Yao-Jan and Yinhai Wang. “Interactive Web-based System for Urban Traffic Data Analysis.” International Journal of Web Applications, Vol. 1, No. 3, 115-126, 2009.
  3. Zhang*, Guohui, Shuming Yan, and Yinhai Wang. “Simulation-based Investigation on High Occupancy Toll (HOT) Lane Operations for Washington State Route 167.” ASCE Journal of Transportation Engineering, Vol. 35, No. 10, 677-686, 2009. DOI.
  4. Zheng*, Jianyang, Guohui Zhang*, Yinhai Wang, and Pete Briglia. “Evaluation of Transit Signal Priority Using Observed and Simulated Data.” ITE Journal. Vol. 79, No. 11, 42-29, 2009.
  5. Yu*, Runze, Guohui Zhang* and Yinhai Wang. “Loop Detector Segmentation Error and Its Impacts on Traffic Speed Estimation.” Transportation Research Record, No. 2099, 50-57. 2009. DOI.
  6. Malinovskiy*, Yegor, Jianyang Zheng*, and Yinhai Wang. “Model-Free Video Detection and Tracking of Pedestrians and Bicyclists.” Computer-Aided Civil and Infrastructure Engineering, Vol. 24, No. 3, 157-168, 2009. DOI.
  7. Yi, Ping, Chun Shao, and Yinhai Wang. “Piecewise Optimum Delay Estimation for Improved Signal Control.” Transportation Research Record, No. 2080, 57-66, 2008. DOI.
  8. Malinovskiy*, Yegor, Yao-Jan Wu*, and Yinhai Wang. “Video-Based Monitoring of Pedestrian Movements at Signalized Intersections.” Transportation Research Record, No. 2073, 11-17, 2008. DOI.
  9. Zhang*, Guohui, Yinhai Wang, Heng Wei, and Ping Yi. “A Feedback-Based Dynamic Tolling Algorithm for High Occupancy Toll (HOT) Lane Operations.” Transportation Research Record, No. 2065, 54-63, 2008. DOI.
  10. Cheevarunothai*, Patikhom, Yinhai Wang, and Nancy L. Nihan. “Development of an Affordable Loop Detector Simulator (LOOPSIM) for In-Laboratory Traffic Research and Training.” Computer Applications in Engineering Education, Volume 16, Issue 1, 45-54, 2008. DOI.
  11. Zhang*, Guohui, Yinhai Wang, and Heng Wei. “Examining Headway Distribution Models Using Urban Freeway Loop Event Data.” Transportation Research Record, No. 1999. 141-149, 2007. DOI.
  12. Avery*, Ryan P., Guohui Zhang*, Yinhai Wang, and Nancy L. Nihan. “An Investigation into Shadow Removal from Traffic Images.” Transportation Research Record, No. 2000. 70-77, 2007. DOI.
  13. Zhang*, Guohui, Ryan P. Avery*, and Yinhai Wang. “Video-based Vehicle Detection and Classification System for Real-time Traffic Data Collection Using Uncalibrated Video Cameras.” Transportation Research Record, No. 1993. 138-147, 2007. DOI.
  14. Cheevarunothai*, Patikhom, Yinhai Wang, and Nancy Nihan. “Using Dual-Loop Event Data to Enhance Truck Data Accuracy.” Transportation Research Record, No. 1993. 131-137, 2007. DOI.
  15. Kim*, Joon-Ki, Yinhai Wang, and Gudmundur F. Ulfarsson. “Modeling the Probability of Freeway Rear-End Crash Occurrence.” ASCE Journal of the Transportation Engineering, Vol. 133 (1), 11-19, 2007. DOI.
  16. Zheng*, Jianyang, Yinhai Wang, Nancy L. Nihan, and Mark Hallenbeck. “Extracting Roadway Background Image: a Mode-Based Approach.” Transportation Research Record, No. 1944, 82-88, 2006. DOI.
  17. Cheevarunothai*, Patikhom, Yinhai Wang, and Nancy L. Nihan. “Identification and Correction of Dual-Loop Sensitivity Problems.” Transportation Research Record, No. 1945, 73-81, 2006. DOI.
  18. Zhang*, Guohui, Yinhai Wang, and Heng Wei. “Artificial Neural Network Method for Length-Based Vehicle Classification Using Single-Loop Outputs.” Transportation Research Record, No. 1945, 100-108, 2006. DOI.
  19. Zheng*, Jianyang, Yinhai Wang, Nancy L. Nihan, and Mark Hallenbeck. “Detecting Cycle Failures at Signalized Intersections Using Video Image Processing.” Computer-Aided Civil and Infrastructure Engineering, Vol. 21(6), 425-435, 2006. DOI.
  20. Tao, Ruihua, Heng Wei, Yinhai Wang, and Virginia P. Sisiopiku. “Modeling Speed Disturbance Absorption Following State-Control Action-Expected Chains: Integrated Car-Following and Lane-Changing Scenarios.” Transportation Research Record, No. 1934, 83-93, 2005. DOI.
  21. Zhang, Xiaoping, Nancy L. Nihan, and Yinhai Wang. “Improved Dual-Loop Detection System for Collecting Real-Time Truck Data.” Transportation Research Record, No. 1917, 108-115, 2005. DOI.
  22. Zhang, Xiaoping, Yinhai Wang, Nancy L. Nihan, and Hu Dong. “Monitoring a Freeway Network in Real-Time Using Single-Loop Detectors: System Design and Implementation.” the International Journal of Vehicle Information and Communication Systems, Vol. 1, No.1/2, 119-130, 2005. DOI.
  23. Wang, Yinhai and Nancy L. Nihan. “Dynamic Estimation of Freeway Large Truck Volume Based on Single Loop Measurements.” Journal of Intelligent Transportation Systems: Technology, Planning, and Operations, Vol. 8 (3), 133-141, 2004. DOI.
  24. Wang, Yinhai and Nancy L. Nihan. “Estimating the Risk of Collisions between Bicycles and Motor Vehicles at Signalized Intersections.” Accident Analysis and Prevention 36(3), 313-321, 2004. DOI.
  25. Zhang, Xiaoping, Yinhai Wang, Nancy L. Nihan, and Mark Hallenbeck. “Development of a System for Collecting Loop Detector Event Data for Individual Vehicles.” Transportation Research Record, No. 1855, 168-175, 2003. DOI.
  26. Wang, Yinhai, Hitoshi Ieda, and Fred L. Mannering. “Estimating Rear-End Accident Probabilities at Signalized Intersections: An Occurrence-Mechanism Approach.” ASCE Journal of Transportation Engineering, Vol. 129(4), 1-8, 2003. DOI.
  27. Wang, Yinhai, and Nancy L. Nihan. “Can Single-Loop Detectors Do the Work of Dual-Loop Detectors?” ASCE Journal of Transportation Engineering, 129(2), 169 - 176, 2003. DOI.
  28. Wei, Heng, Yinhai Wang, and Qixin Shi. “Basics of ITS Standards and Their Requirements Packages.” Journal of Intelligent Transportation systems (in Chinese), Vol. 12, No. 2, 11-15, 2002.
  29. Wang, Yinhai, Heng Wei, and Qixin Shi. “Introduction to the National ITS Architecture of the US.” Journal of Intelligent Transportation systems (in Chinese), Vol. 11, No. 1, 2002, 6-10.
  30. Wang, Yinhai, Heng Wei, and Qixin Shi. “Current Status for ITS National Architecture Development.” Journal of Intelligent Transportation systems (in Chinese), Vol. 9, No. 3, 9-16, 2001.
  31. Wang, Yinhai, and Nancy L. Nihan. “Freeway Traffic Speed Estimation Using Single Loop Outputs.” Transportation Research Record, No. 1727, 120-126, 2000. DOI.
  32. Wang, Yinhai and Hitoshi Ieda. “Effects of Drivers’ Age, Flow Rate and Some Other Road Environment Related Factors on Traffic Accidents at Four-Legged Signalized Intersections.” Journal of the Eastern Asia Society for Transportation Studies, Vol.2, No. 5, 1723-1734, 1997.
  33. Wang, Yinhai, and Zuoyuan Wang. “A Study on Flood Destroyed Houses in Anhui Province.” Disaster Reduction in China (in Chinese), Vol. 10, No. 4, 27-30, 1995.
  34. Ye, Zhenxiang, Zuoyuan Wang, Yinhai Wang, and Dongming Chen. “Shou Town’s Planning and Flood Prevention.” Disaster Reduction in China (in Chinese), Vol. 10, No.1, 21-23, 1995.
  35. Wang, Yinhai, Qixin Shi, and Rongpeng Xia. “A Cost Comparison between the Prefabricated Reinforced Concrete BOX Structure and the Masonry Structure.” Journal of Southeast University, Vol. 11, No. 1A, 330-335, Oct. 1995.
  36. Shi, Qixin, Xiangdong Wu, and Yinhai Wang. “A Dynamic Analysis on Pre-stressed Concrete Bridges with Continuous Curvaceous Beams under Earthquake Loads.” Engineering Mechanics, special issue for the 2nd national conference on structural engineering (in Chinese), 1110-1116, 1994.
Year not specified in CV 6 items
  1. Karim, Muhammad Monjurul, Ruwen Qin, and Yinhai Wang. “Fusion-GRU: A Deep Learning Model for Future Bounding Box Prediction of Traffic Agents in Risky Driving Videos.” Transportation Research Record. Vol. 2678, Iss. 9, 699-709. DOI.
  2. Xu, Lipeng, Zhizhou Wu, Yinhai Wang, Jinjun Tang, and Yunyi Liang*. “Compressing Vehicle Trajectory Data Using Hybrid Coding with Kinematic Motion Prediction.” IEEE Transactions on Intelligent Transportation Systems, In Press. DOI.
  3. Fu, Xin, Hao Yang*, Chenxi Liu*, Jianwei Wang, and Yinhai Wang. “A Hybrid Neural Network for Large-Scale Expressway Network OD Prediction Based on Toll Data.” PLoS ONE, 14(5): e0217241. DOI.
  4. Hua*, Xuedong, Yinhai Wang, Weijie Yu, Wenbo Zhu*, and Wei Wang. “Control Strategy Optimization for Two-Lane Highway Lane-Closure Work Zones.” Sustainability, 11(17), DOI.
  5. Zhuang*, Yifan, Ruimin Ke*, Yinhai Wang. “Innovative Method for Traffic Data Imputation Based on Convolutional Neural Network”, IET Intelligent Transport Systems. Vol. 13(4), 605-613. Link
  6. Wang, Jiangfeng, Min Wang, Yinhai Wang, Xuedong Yan, and Ruoxi Xiong. “Analysis of Sideswipe Collision Precursors Considering Spatial-Temporal Characters of Freeway Traffic.” Journal of Transportation Engineering, Vol. 142(12), 04016064. DOI.

Conference Scholarship

Fully Refereed Conference Proceedings

2020–2026 41 items
  1. Gong*, Luyang, Hung-Min Hsu, Wei Sun, and Yinhai Wang. 2025. "Adaptive Edge Intelligence for Intersection Safety: Real-Time Dilemma Zone Management via DV-EISOS." In The Tenth ACM/IEEE Symposium on Edge Computing (SEC '25), December 3-6, 2025, Arlington, VA, USA. ACM, New York, NY, USA, 7 pages. DOI.
  2. He*, Jingyi, Kehua Chen, Bingzhang Wang*, and Yinhai Wang. 2025. Communication aware Diffusion Models for Multi-Agent Trajectory Forecasting in Connected and Autonomous Vehicles. In The Tenth ACM/IEEE Symposium on Edge Computing (SEC ’25), December 3–6, 2025, Arlington, VA, USA. ACM, New York, NY, USA. DOI.
  3. Nasri*, Mehrdad, Shuyi Yin*, and Yinhai Wang. "Comprehensive Analysis of Multi-Modal Road User Behavior Using Big Data: Implications for Intersection Safety." In International Conference on Transportation and Development 2025, pp. 146-159. 2025. DOI.
  4. Nasri*, Mehrdad, Shuyi Yin*, and Yinhai Wang. "Leveraging AI and Machine Learning for Safety Assessments: Analyzing Connected Vehicle Data for Turning Movement Counts at Intersections." In International Conference on Transportation and Development 2025, pp. 160-170. 2025. DOI.
  5. Wang*, Bingzhang, Zhiyu Cai*, Muhammad Karim, Chenxi Liu*, and Yinhai Wang. “Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management.” Proceedings of the 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC). Edmonton, AB. Sept. 2024. DOI.
  6. Nasri*, Mehrdad and Yinhai Wang. “Developing a Vehicle Dynamic Model to Study Roadway and Vehicle Factors in Speed Profile Formation.” Proceedings of the 2024 ASCE International Conference on Transportation and Development (ICTD). Atlanta, GA, USA. pp. 726-738. June 2024. DOI.
  7. Wang, Lening, Yilong Ren, Han Jiang, Pinlong Cai, Daocheng Fu, Tianqi Wang, Zhiyong Cui*, Haiyang Yu, Xuesong Wang, Hanchu Zhou, Helai Huang, and Yinhai Wang. “AccidentGPT: A V2X Environmental Perception Multi-modal Large Model for Accident Analysis and Prevention.” IEEE Intelligent Vehicles Symposium (IV). June 2024. DOI.
  8. Chen*, Xianda, Pakhin Tiu, Yihuai Zhang, Meixin Zhu*, Xinhu Zheng, and Yinhai Wang. “Improving Car-Following Control in Mixed Traffic: A Deep Reinforcement Learning Framework with Aggregated Human-Driven Vehicles.” IEEE Intelligent Vehicles Symposium (IV). June 2024. DOI.
  9. Chen*, Xianda, Meixin Zhu*, PakHin Tiu, and Yinhai Wang. “Personalized Context-Aware Multi-Modal Transportation Recommendation.” IEEE Intelligent Vehicles Symposium (IV). June 2024. DOI.
  10. Guo, Jiuxia, Zongxin Yang, Yang Li, and Yinhai Wang. “Transportation Network Vulnerability Enhancement Study.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  11. Liu*, Chenxi, Hao Yang*, Men-ju Tsai*, Samuel Ricord*, and Yinhai Wang. “3D Structural Information Sensing System (3D-SISS) based on Single Monocular Surveillance Camera for Fully-automatic Traffic Scene Perception.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  12. Ricord*, Samuel and Yinhai Wang. “Investigating Equity Biases in Transportation Data: A Literature Review Synthesis.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  13. Yang*, Hao, Chenxi Liu*, Yifan Ling*, Cole Kopca*, Samuel Ricord*, and Yinhai Wang. “Cooperative Traffic Signal Assistance System for Non-motorized Users and Disabilities Empowered by Computer Vision and Edge Artificial Intelligence.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  14. Ricord*, Samuel, Coke Kopca*, Hao Yang*, and Yinhai Wang. “Estimating a Demographic Profile for the Central Puget Sound Region Freeway Network.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  15. Guo, Jiuxia, Jinyu Tian, Ye Wei, Yingjie Jia, and Yinhai Wang. “Research on Hotspot Recognition of Multi-runway Airport Based on Complex Network.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  16. Yang*, Hao, Xuan Jiang, Chenxi Liu*, Shuyi Yin*, and Yinhai Wang. “Enhancing-Minority Vehicle Classification System Empowered by Micro-Pulse LiDAR and Edge Artificial Intelligence.” Proceedings of the 2023 ASCE International Conference on Transportation and Development (ICTD). June 2023. Austin, TX, USA.
  17. Tsai*, Meng-Ju, Zhiyong Cui*, Chenxi Liu*, Hao Yang*, and Yinhai Wang. “An Incremental Learning-based Framework for Non-stationary Traffic Representations Clustering and Forecasting.” IEEE International Intelligent Transportation Systems Conference. Oct. 2022, Macau, China.
  18. Yin*, Shuyi, Zhiyong Cui*, and Yinhai Wang. “Reinforcement Learning for Curbside Space Management with Infrastructure Autonomy and Mixed Vehicle Connectivity.” IEEE International Intelligent Transportation Systems Conference. Oct. 2022, Macau, China.
  19. Liu*, Chenxi, Torgeir Vaa, Levin Tomas, and Yinhai Wang. “A Novel RCNN Based Multi-camera Vehicle Reidentification in Surveillance System.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  20. Jiuxia Guo, Zongxin Yang, and Yinhai Wang. “Resilience of Multi-Layer Network System under Multi-Event Disturbance.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  21. Sun, Wei, Shuyi Yin*, Samuel Ricord*, and Yinhai Wang. “Identifying Factors Associated with Crash Injury Severities on Low-Volume Rural Roads Using Statistical and Machine Learning Methods.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  22. Ricord*, Samuel and Yinhai Wang. “Understanding the Potential Equity Issues of Loop Detector Data.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  23. Yu*, Peter and Yinhai Wang. “Design and Operational Performance of the One-sided Diverging Diamond Interchange.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  24. Ash*, John, Adekunle Adebisi, and Yinhai Wang. “Real-time Crash Detection Based on Large-scale GPS Probe Data.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  25. Guo, Jiuxia, Yingjie Jia, and Yinhai Wang. “Research on Hazard Analysis Method of Apron Operation Management System Based on System Dynamics.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  26. Yin*, Shuyi and Yinhai Wang. “Decomposing Metro-Bus Transfer Time with Smart Card Data.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  27. Yang*, Hao, Yifan Ling*, Yifan Zhuang*, and Yinhai Wang. “Towards Equal Traffic Signal Services for Non-motorized Users and Disabilities in Connected Vehicle Environment by Edge Computing.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  28. Tsai*, Meng-Ju, Hao Yang*, and Yinhai Wang. “Traffic-Twitter Transformer: A NLP-joined Social-aware Framework for Long-term Network-wide Traffic Forecasting.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  29. Yang*, Hao, Chenxi Liu*, Meixin Zhu*, Ruimin Ke*, and Yinhai Wang. “RISTS: Real-time Iot System for Traffic Sensing by Edge Computing and Multi-camera Vehicle Re-identification.” Proceedings of the 2022 ASCE International Conference on Transportation and Development (ICTD). May 2022. Seattle, USA.
  30. Tsai*, Meng-Ju, Hsiu-Yuan Chen*, Zhiyong Cui*, and Yinhai Wang. “Multivariate Long And Short Term LSTM-Based Network for Traffic Forecasting Under Interference: Experiments During COVID-19.” Proceedings of the 2021 IEEE International Intelligent Transportation Systems Conference. Sept. 2021, Indianapolis, IN, USA.
  31. Zhang*, Zhengchao, Meng Li, Fang He, and Yinhai Wang. “Clustering Approach for Trajectory Anomaly Detection.” Proceedings of CICTP 2020, 113-124, 2020.
  32. Li*, Huiping, Yinhai Wang, and Meng Li. “A Study of Prediction Models on the Duration of Traffic Incidents.” Proceedings of CICTP 2020, 3947-3959, 2020.
  33. Yin*, Shuyi, Jiahui Wang, Zhiyong Cui, and Yinhai Wang. “Attention-Enabled Network-level Traffic Speed Prediction.” Proceedings for the 2020 IEEE International Smart Cities Conference. Sept. 2020.
  34. Pu*, Ziyuan Pu, Qiannan Zhang*, Yifan Zhuang*, Yongqiang Lv, Yinhai Wang. “A Device-Free Wi-Fi Sensing Method for Pedestrian Monitoring Using Channel State Information.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  35. Yang*, Hao, Chenxi Liu*, Wei Sun, Yinhai Wang, and Chuanhui Shi. “A Hybrid Data-fusion Model for Short-term Road Hazardous Segments Identification Based on the Acceleration and Deceleration Information.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  36. Ricord*, Sam, John Ash*, and Yinhai Wang. “Calculating Travel Time across Different Travel Modes Using Bluetooth and WiFi Sensing Data.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  37. Zhang*, Duo, Zhangcun Yan, Junhua Wang, Jian Sun, and Yinhai Wang. “Impacts of Driver Characteristics on Fuel Consumption Based on Naturalistic Driving Study.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  38. Guo, Jiuxia, Ziliang Gao, and Yinhai Wang. “Forecast of Civil Aviation Unsafe Event Rate Using Grey-Buffer Operator-Markov Chain Method.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  39. Li*, Tianyi, Xiatian Wu, Xuegang Ban, and Yinhai Wang. ““Centralized” Taxi Services in Big Metropolitan Areas: Evidenced by Chicago Data.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
  40. Li*, Huiping, Meng Li, and Yinhai Wang. “A Comparative Study of Prediction Models on the Duration of Traffic Incidents.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  41. Liu, Dan, Zhenghong Deng, Weibin Zhang, Yinhai Wang, and Evangelos I. Kaisar. “Integration of Autonomous Delivery Vehicle in Sustainable Urban E-Grocery Distribution Network.” Proceedings of the 2020 ASCE International Conference on Transportation and Development (ICTD). May 2020. Seattle, USA.
2015–2019 33 items
  1. Liang*, Yunyi, and Yinhai Wang. “Data-Driven Road Side Unit Location for Connected-Autonomous-Vehicle-Based Intersection Control”. Proceedings of the 2019 Transportation Research Board Annual Meeting. Jan 2019. Washington DC. U.S.
  2. Zhou*, Yang, Zhuping Zhou, Ziyuan Pu*, Yinhai Wang, and Yongneng Xu. “Specification of Social Force Model for Analyzing Pedestrian Behavior during the Pedestrian Flashing Green Interval.” Proceedings of the 97th Annual Meeting of Transportation Research Board. Jan 2018. Washington DC. U.S.
  3. Zhu*, Wenbo and Yinhai Wang. “Identifying Grade Effects on Network Speed Prediction.” Proceedings of the 97th Annual Meeting of Transportation Research Board. Jan 2018. Washington DC. U.S.
  4. Chen*, Xi, Xiaolei Ma, and Yinhai Wang. “A Data-Driven Customized Bus Line Design Model based on Multi-Source Data.” Proceedings of the 2018 ASCE International Conference on Transportation and Development. July 15-18, 2018, Pittsburgh, PA.
  5. Ke*, Ruimin, Wan Li, Zhiyong Cui*, and Yinhai Wang. “Multi-lane Traffic Pattern Learning and Forecasting Using Convolutional Neural Network.” COTA International Symposium on Emerging Trend in Transportation. October 4-6, 2018. Honolulu, Hawaii.
  6. Xu, Xinxin, Ziqiang Zeng, Yinhai Wang, and John Ash*. “Crash Density and Severity Prediction Using Recurrent Neural Networks Combined with Particle Swarm Optimization.” Proceedings of the International Conference on Management Science and Engineering Management, 566-580, 2019, Sydney, Australia.
  7. Xu, Xinxin, Ziqiang Zeng, Yinhai Wang, and John Ash*. “A Framework of a V2X Communication System for Enhancing Vehicle and Pedestrian Safety at Un-Signalized Intersections.” Proceedings of the Twelfth International Conference on Management Science and Engineering Management. ICMSEM 2018. Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Cham. DOI.
  8. Zhang, Weibin, Yong Qi, Zhuping Zhou, Salvatore Antonio Biancardo*, and Yinhai Wang. “A Method of Speed Data Fusion based on Bayesian Combination Algorithm and Markov Model.” Proceedings of the 97th Annual Meeting of Transportation Research Board. Jan 2018. Washington DC. U.S.
  9. Lutin, Jerome, Jerry Spears, Yinhai Wang, Ruimin Ke*, and Steven Clancy. “Testing Automated Collision Avoidance Warning Systems in Transit Bus Revenue Operations – Active Safety Collision Warning Pilot in Washington State.” Proceedings of the 97th Annual Meeting of Transportation Research Board. Jan. 2018.
  10. Dong, Honghui, Kai Liu, Zhenyu Liu, Zhibin Li, Limin Jia, Yong Qin, and Yinhai Wang. “Understanding Spatial and Temporal Patterns of Urban Travel Demands with Call Detail Record Data.” Proceedings of the 96th Annual Meeting of Transportation Research Board. Jan. 2017.
  11. Pu*, Ziyuan, Zhibin Li, Wenbo Zhu*, Zhiyong Cui*, and Yinhai Wang. “Empirical Bayesian Before-After Analysis of Safety Effects of Variable Speed Limit System.” Proceedings of the 96th Annual Meeting of Transportation Research Board. Jan. 2017.
  12. Cui*, Zhiyong, Ruimin Ke*, Ziyuan Pu*, and Yinhai Wang. “Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction.” International Workshop on Urban Computing (UrbComp) 2017, Held in conjunction with the ACM SIGKDD 2017. Link.
  13. Ke*, Ruimin, Zewen Pan*, Ziyuan Pu*, and Yinhai Wang. “Roadway Surveillance Video Camera Calibration Using Standard Shipping Container.” 2017 IEEE International Smart Cities Conference. Sept. 15-17, 2017. Wuxi, China.
  14. You, Jing, Jinglun Shangguan, Yuqiang Sun, and Yinhai Wang. “Improved Trustworthiness Judgment in Open Networks.” 2017 IEEE International Smart Cities Conference. Sept. 15-17, 2017. Wuxi, China.
  15. Xu, Xinxin, Ziqiang Zeng, Yinhai Wang, and John Ash. “A Crash Counts by Severity Based Hotspot Identification Method and Its Application on a Regional Map Based Analytical Platform.” Proceedings of the Eleventh International Conference on Management Science and Engineering Management. ICMSEM 2017. Lecture Notes on Multidisciplinary Industrial Engineering. Springer, Cham. DOI.
  16. Cui*, Zhiyong, Ruimin Ke, and Yinhai Wang. “Deep Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction.” UrbCom’17, Aug. 14, 2017, Halifax, Nova Scotia, Canada. Link
  17. Ke*, Ruimin, Jerome Lutin, Jerry Spears, and Yinhai Wang. “A Cost-effective Framework for Automated Vehicle-pedestrian Near-miss Detection through Onboard Monocular Vision.” 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops. Honolulu, Hawaii, July 21, 2017.
  18. Zhang, Wenhui, Jing Dai, Ruimin Ke*, and Yinhai Wang. “Evaluating Influential Factors on the Duration of Vehicle Incidents that Result in Fires Using Gray Relational Analysis.” Proceedings of the 17th COTA International Conference of Transportation Professionals (CICTP 2017). July 2017.
  19. Zhang, Weibin, Ying Yan, Jinjun Tang*, Yinhai Wang, Yajie Zou. “A Method of Emission Analysis under Multimodal Traffic Condition.” Transportation Research Board 2017. Jan 2017. Washington DC. U.S.
  20. Zhu*, Wenbo, Ziqiang Zeng, Yinhai Wang, and Ziyuan Pu. “Predicting Incident Duration based on Spatiotemporal Heterogeneous Pattern Recognition.” Transportation Research Board 2017. Jan 2017. Washington DC. U.S.
  21. Cui*, Zhiyong, Shen Zhang, Kristian Henrickson*, and Yinhai Wang. “New Progress of DRIVE Net.” Proceedings of the IEEE Second International Smart Cities Conference. September 2016.
  22. Liu, Jianfeng, Xiaolei Ma*, and Yinhai Wang. “Temporal Distribution Analysis of Beijing Subway Ridership.” Proceedings of the 16th COTA International Conference of Transportation Professionals (CICTP 2016). July 2016.
  23. Zhu*, Wenbo, Zhibin Li, and Yinhai Wang. “Capacity Modeling and Control Optimization for Two-lane Highway Lance Closure Work Zones.” Proceedings of the International Symposium on Enhancing Highway Performance (ISEHP). March 2016.
  24. Chen*, Xianzhe, Yajie Zou, Benjamin Wright*, and Yinhai Wang. “Examining the Impact of Traffic Incidents on the Travel Time Variability of Freeway Managed Lanes.” Proceedings of the International Symposium on Enhancing Highway Performance (ISEHP). March 2016.
  25. Zhang, Weibin, Yajie Zou, Jinjun Tang, John Ash, Yinhai Wang. “Short-term Prediction of Vehicle Waiting Queue at Ferry Terminal based on a Hybrid Algorithm.” Proceedings of the 95th Annual Meeting of Transportation Research Board 2016. Jan 2016. Washington DC. U.S.
  26. Pu*, Ziyuan, Zhibin Li, John Ash*, Wenbo Zhu*, and Yinhai Wang. “Spatial Modeling of Sensitivity of On-Street Parking Occupancy to Price Change”. Proceedings of the 95th Annual Meeting of Transportation Research Board 2016. Jan 2016. Washington DC. U.S.
  27. Zhu*, Wenbo, Benjamin Wright*, Zhibin Li, Yinhai Wang, and Ziyuan Pu*. “Analyzing the Impact of Grade on Fuel Consumption for the National Interstate Highway System”. Proceedings of the 95th Annual Meeting of Transportation Research Board 2016. Jan 2016. Washington DC. U.S.
  28. Ke*, Ruimin, Sung Kim, Zhibin Li, and Yinhai Wang. “Motion-Vector Clustering for Traffic Speed Detection from UAV Video.” Proceedings of the IEEE First International Smart Cities Conference. October 2015.
  29. Cui*, Zhiyong, Ying Long, Ruimin Ke*, and Yinhai Wang. Characterizing Evolution of Extreme Public Transit Behavior Using Smart Card Data. Proceedings of the IEEE First International Smart Cities Conference. October 2015.
  30. Zhu*, Wenbo, John Ash*, Yinhai Wang, Zhibin Li, and Michael Lowry. “Applying Semi-Supervised Learning Method for Cellphone-based Travel Mode Classification.” Proceedings of the IEEE First International Smart Cities Conference. October 2015.
  31. Tian, Zong, Hao Xu, Gerry De Camp, Michael Kyte, and Yinhai Wang. “Readily Implementable Signal Phasing Schemes for Diverging Diamond Interchanges.” Proceedings of the 94th Annual Meeting of Transportation Research Board. January 2015.
  32. Wang, Sheng, Yinhai Wang, Genyao Fan, and Bingtao Wu. “The Service Quality Evaluation and Improvement on Coach Customers of Coach Terminal.” Proceedings of the 94th Annual Meeting of Transportation Research Board. January 2015.
  33. Wang, Zhongyu, Qing Cai, Bing Wu, Lingyu Zheng, and Yinhai Wang. “Estimating Queue Length at Undersaturated and Oversaturated Signalized Intersections Using Multi-Source Data: A Shockwave Theory Approach.” Proceedings of the 94th Annual Meeting of Transportation Research Board. January 2015.
2010–2014 25 items
  1. Bi*, Chaofan, Yajie Zou, and Yinhai Wang. “Traffic Flow Condition Associated with Truck-involved Crash on Freeway.” Proceedings of the 14th COTA International Conference of Transportation Professionals (CICTP 2014). July 2014.
  2. Bi*, Chaofan, Xiaolei Ma*, Yingying Zhang*, and Yinhai Wang. “Developing A Cluster-based Algorithm for Collision Hotspot Identification.” Proceedings of the 14th COTA International Conference of Transportation Professionals (CICTP 2014). July 2014.
  3. Bi*, Chaofan, Yajie Zou, and Yinhai Wang. “Traffic Flow Conditions Associated with Truck-Involved Crashes on the Freeway.” Proceedings of the 14th COTA International Conference of Transportation Professionals (CICTP 2014). July 2014.
  4. Zhang, Shen, Hua Wang, Yinhai Wang, and Xin Liu. “Analysis of Weather-Lagged Effects on Freeway Free-Flow Characteristics in Jilin, China.” Preprint CD-ROM, the 93rd Annual Meeting of Transportation Research Board, Paper 14-5156. January 2014.
  5. Dunlap*, Matthew, Guohui Zhang*, and Yinhai Wang. “Bicyclists’ Sensitivity to Weather in an Arid Climate.” Preprint CD-ROM, the 93rd Annual Meeting of Transportation Research Board, Paper 14-5156. January 2014.
  6. Chen, Xiqun, Xi Lin, Dingyuan Xu, Yinhai Wang, and Meng Li. “Applying Least Squares Support Vector Machines for Prediction of Red-Light-Running Based on Continuous Vehicle Trajectory Measurements.” Preprint CD-ROM, the 93rd Annual Meeting of Transportation Research Board, Paper 14-3397. January 2014.
  7. Corey*, Jonathan, Yunteng Lao*, and Yinhai Wang. “Applicability of Conditional Left Turn Phase Reservice Strategies.” Preprint CD-ROM, the 93rd Annual Meeting of Transportation Research Board, Paper 14-5664. January 2014.
  8. Xiao*, Sa, Runze Yu*, and Yinhai Wang. “Modeling Framework for Long Distance Pleasure Travel Supply Analysis.” Preprint CD-ROM, the 92nd Annual Meeting of Transportation Research Board, Paper 13-3384. January 2013.
  9. Tang*, Jinjun, Yinhai Wang, Hua Wang, and Fang Liu. “Complex Network Approach for the Complexity and Periodicity in Traffic Time Series.” Proceedings of the 13th COTA International Conference of Transportation Professionals (CICTP 2013). August 2013.
  10. Tang*, Jinjun, Guangning Xu*, Yinhai Wang, Hua Wang, Shen Zhang, and Fang Liu. “Traffic Flow Prediction Based on Hybrid Model Using Double Exponential Smoothing and Support Vector Machine.” Proceedings of 16th International IEEE Conference on Intelligent Transportation Systems (ITSC 2013). Oct. 2013. DOI.
  11. Corey*, Jonathan, Yunteng Lao*, and Yinhai Wang. “Quantifying and Comparing Left-Turn Strategy Travel Time and Queuing Performance.” Preprint CD-ROM, the 92nd Annual Meeting of Transportation Research Board, Paper 13-2868. January 2013.
  12. Corey*, Jonathan, Yunteng Lao, Xin Xin, and Yinhai Wang. “Improving Intersection Performance with Left Turn Phase Reservice Strategies.” Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, Sept. 2012.
  13. Zhang*, Guohui, Jianyang Zheng*, and Yinhai Wang. “Numerical Examinations of Traffic Accident Characteristics Using Analytical Statistical Methods.” Proceedings of the 12th COTA International Conference of Transportation Professionals (CICTP 2012). August 2012.
  14. Ma*, Xiaolei, Runze Yu*, and Yinhai Wang. “Developing Regional Map-Based Platform for Spatial and Temporal Assessment of Traffic Emission Inventory.” Proceedings of the 12th COTA International Conference of Transportation Professionals (CICTP 2012). August 2012.
  15. Malinovskiy* and Yinhai Wang. “Pedestrian Travel Pattern Discovery Using Mobile Bluetooth Sensors.” Preprint CD-ROM, the 91st Annual Meeting of Transportation Research Board, Paper 12-2351. January 2012.
  16. Xu*, Yaofang, Lei Yu, Guohui Song, Xiaoyue Liu*, and Yinhai Wang. “GA-based Approach to Operating Mode Distributions via Link Average Speeds.” Preprint CD-ROM, the 91st Annual Meeting of Transportation Research Board, Paper 12-0870. January 2012.
  17. Wu*, Yao-Jan, Mark Hallenbeck, and Yinhai Wang. “Impacts of Freeway Traffic Congestion on En-route Traveler's Diversion.” Proceedings of the 11th International Conference of Chinese Transportation Professionals (ICCTP 2011). August 2011.
  18. Liu*, Xiaoyue, Guohui Zhang*, Yao-Jan Wu*, and Yinhai Wang. “Measuring the Quality of Service for High Occupancy Toll Lane Operations.” Procedia - Social and Behavioral Sciences, Volume 16, 2011, Pages 15-25.
  19. Manda, Harish, Ziqi Song, Yafeng Yin, and Yinhai Wang. “Comparison of Capacities of High-Occupancy-Vehicle and General Purpose Lanes.” Preprint CD-ROM, the 90th Annual Meeting of Transportation Research Board, Paper 11-1476, 2011.
  20. Malinovskiy*, Yegor, Un-Kun Lee, Yao-Jan Wu*, and Yinhai Wang. “Investigation of Bluetooth-Based Travel Time Estimation Error on a Short Corridor.” Preprint CD-ROM, the 90th Annual Meeting of Transportation Research Board, Paper 11-3056, 2011.
  21. Zhang*, Guohui, Yao-Jan Wu*, Xiaoyue Liu*, and Yinhai Wang. “Impacts of High Occupancy Toll (HOT) Lane Operations on High Occupancy Vehicle (HOV) Travelers.” Proceedings of the 2010 IEEE ITS Conference, September 2010.
  22. Ma*, Xiaolei, Guohui Zhang, Jonathan Corey, and Yinhai Wang. “A Pitfall to Avoid When Issuing Transit Signal Priority Treatments under Coordinated Control Strategies.” Proceedings of the 10th International Conference of Chinese Transportation Professionals (ICCTP 2010). August 2010.
  23. Malinovskiy*, Yegor, Yao-Jan Wu*, Yinhai Wang, and Un-Kun Lee. “Field Experiments on Bluetooth-based Travel Time Data Collection.” Preprint CD-ROM, the 89th Annual Meeting of Transportation Research Board, Paper 10-3134. January 2010.
  24. Miller, Gregory, Genevieve Farrar, Yinhai Wang, and Peter Mackenzie. “Low-Cost Vehicle Detection Based on Simple Light Sensing.” Preprint CD-ROM, the 89th Annual Meeting of Transportation Research Board, Paper 10-2705. January 2010.
  25. Liu*, Xiaoyue, Guohui Zhang*, Yao-Jan Wu*, and Yinhai Wang. “Analyzing System Performance for Washington State Route 167 High Occupancy Toll (HOT) Operations.” Preprint CD-ROM, the 89th Annual Meeting of Transportation Research Board, Paper 10-2816. January 2010.
Before 2010 26 items
  1. Wei, Heng, Yinhai Wang, Abi Mogharabi, and Qingyuan (Ken) Yang. “Identifying Alternative Routes with Integration of ITS into Traffic-Diversion Strategies.” Proceedings of the 9th International Conference of Chinese Transportation Professionals (ICCTP 2009). August 2009.
  2. Hwang, Hee-Jung, Un-Kun Lee, Kwang-Ryul Baek, Yao-Jan Wu*, and Yinhai Wang. “Stereo Image Processing Algorithm for Preceding Vehicle Detection Using Lane-Related Information.” Preprint CD-ROM, the 88th Annual Meeting of Transportation Research Board, Paper 09-0502. January 2009.
  3. Zheng*, Jianyang, Xiaolei Ma*, Yinhai Wang, and Yi Ping. “Measuring Signalized Intersection Performances in Real-Time with Traffic Sensors.” Preprint CD-ROM, the 88th Annual Meeting of Transportation Research Board, Paper 09-3119. January 2009.
  4. Malinovskiy*, Yegor and Yinhai Wang. “Computer-Vision Algorithm for Automated Data Collection on Shared Pathways.” Preprint CD-ROM, the 88th Annual Meeting of Transportation Research Board, Paper 09-2633. January 2009.
  5. Wu*, Yao-Jan and Yinhai Wang. “Google-Map-Based Online Platform for Arterial Traffic Information and Analysis.” Preprint CD-ROM, the 89th Annual Meeting of Transportation Research Board, Paper 08-2944. January 2008.
  6. Levy*, Atli, Yao-Jan Wu, and Yinhai Wang. “Accident Risk Modeling for Two-Lane Rural Roads in Washington State.” Preprint CD-ROM, the 87th Annual Meeting of Transportation Research Board, Paper 08-2365. January 2008.
  7. Xu, Tianze, Heng Wei, Yinhai Wang, and Anastasios M. Ioannides. “Modeling Capacity Reliability of Minor Roads at At-Grade Un-Signalized Intersections for Potential Operational Performance Evaluation.” Preprint CD-ROM, the 87th Annual Meeting of Transportation Research Board, Paper 08-978. January 2008.
  8. Qian, Dalin, Yinhai Wang, Xiaohong Du, and Sansan Li. “Modeling the Micro-behavior Producing Interference between Bicycles and Vehicles at Intersections.” Proceedings CD-Rom of the 14th World Congress on Intelligent Transportation Systems. Oct. 2007.
  9. Wu*, Yao-Jan, Yinhai Wang, and Dalin Qian. “A Google-Map-Based Arterial Traffic Information System.” Proceedings of the 10th International IEEE Conference on Intelligent Transportation Systems, 968-973, 2007.
  10. Cheevarunothai*, Patikhom, James Marlon Mooney*, and Yinhai Wang. “Statistical and Queuing Analyses of Freeway Incidents in Washington State.” Proceedings of the 10th International IEEE Conference on Intelligent Transportation Systems, 204-208, 2007.
  11. Malinovskiy*, Y., Jianyang Zheng*, and Yinhai Wang. “A Simple and Model-Free Algorithm for Real-Time Pedestrian Detection and Tracking.” Preprint CD-ROM, the 86th Annual Meeting of Transportation Research Board, Paper 07-2941. January 2007.
  12. Zheng*, Jianyang, Yinhai Wang, Hongchao Liu, and Mark Hallenbeck. “Modeling Impact of Near-Side Bus Stop on Transit Delays at Transit Signal Priority Enabled Intersections.” Preprint CD-ROM, the 86th Annual Meeting of Transportation Research Board, Paper 07-2503. January 2007.
  13. Zhang, Xiaoping, Nancy L. Nihan, and Yinhai Wang. “A Robust Algorithm for Improved Dual-Loop Detection on Freeways.” Preprint CD-ROM, the 85th Annual Meeting of Transportation Research Board, Paper 06-1920. January 2006.
  14. Kim*, Joon-Ki, Yinhai Wang, and Gudmundur F. Ulfarsson. “A Numerical Examination of Freeway Rear-End Accidents Considering the Mechanism of Accident Occurrence.” Preprint CD-ROM, the 85th Annual Meeting of Transportation Research Board, Paper 06-0967. January 2006.
  15. Cheevarunothai*, Patikhom, Yinhai Wang, and Nancy L. Nihan. “Development of Advanced Loop Event Data Analyzer (ALEDA) for Investigations of Dual-Loop Detector Malfunctions.” Proceedings of the 12th World Congress of Intelligent Transportation Systems, paper 000662, November 2005.
  16. Zheng*, Jianyang, Yinhai Wang, and Nancy L. Nihan. “Quantitative Evaluation of GPS Performance under Forest Canopies.” Proceedings of the 2005 IEEE International Conference on Networking, Sensing, and Control. 777-782. Mar. 2005.
  17. Avery*, Ryan P., Yinhai Wang, and Nancy L. Nihan. “A Region Growing Algorithm for Estimating Freeway Traffic Speed from Single Loops.” Preprint CD-ROM, the 84th Annual Meeting of Transportation Research Board, Paper 05-2045. January 2005.
  18. Avery*, Ryan P., Yinhai Wang, and G.S. Rutherford. “Length-Based Vehicle Classification Using Images from Uncalibrated Video Cameras.” Proceedings of the 7th International IEEE Conference on Intelligent Transportation Systems. 737-742. Oct. 2004.
  19. Wang, Yinhai, and Nancy L. Nihan. “Dynamic Estimation of Freeway Speed Using Single-Loop Measurements.” Proceedings of the 8th World Multi-Conference on Systemics, Cybernetics and Informatics, Vol. VII, 396-401. July 2004.
  20. Wang, Yinhai and Nancy L. Nihan. “Quantitative Analysis on Angle-accident Risk at Signalized Intersections.” World Transport Research, Selected Proceedings of the 9th World Conference on Transport Research. Pergamon Press. Oct. 2003. Seoul, Korea.
  21. Salido, Javier, Masanori Nakahara, and Yinhai Wang. “An Analysis of Internet Reachability Using BGP Data.” Proceedings of the Third IEEE Workshop on Internet Applications (WIAPP 2003). June 2003, 10 -18.
  22. Zheng*, Jianyang, Yinhai Wang, and Nancy L. Nihan. “Tracking Vehicles: Is GPS a Sufficient Solution?” Proceedings of the 13th Annual Meeting of ITS America (CD-Rom). Paper 169. May 2003.
  23. Zhang, Xiaoping, Yinhai Wang, and Nancy L. Nihan, “Investigation on Dual-Loop Errors Using Video Ground-Truth Data.” Proceedings of the 13th Annual Meeting of ITS America (CD-Rom). Paper 158. May 2003.
  24. Wang, Yinhai, Xiaoping Zhang, and Nancy L. Nihan. “Monitoring Freeway Congestion Using Single Loop Measurements.” Proceedings of the 12th Annual Meeting of ITS America (CD-Rom), Paper 68. May 2002.
  25. Wang, Yinhai, Hitoshi Ieda. “Using Accident Observations to Evaluate Rear End Accident Risk at Four-Legged Signalized Intersections.” World Transport Research, Selected Proceedings of the 8th World Conference on Transport Research, Vol. 2, 123-136, 1999.
  26. Wang, Yinhai, Kiyoshi Takahashi, and Koji Saito. “A Study on the Fitness of Linear, Poisson and Negative Binomial Regression Models on Accident Frequency at Four-legged Signalized Intersections.” Proceedings of the Second Japan-China Bilateral Symposium on Safety and Environment Engineering, 132-137, Japan, 1997.

Books

Books & Book Chapters

Complete Books

  1. Wang, Yinhai, Zhiyong Cui*, Ruimin Ke*, and Kai Zhang. Machine Learning for Transportation Research and Applications. Tsinghua University Press. May 2026 (In Chinese).
  2. Wang, Yinhai, Zhiyong Cui*, and Ruimin Ke*. Machine Learning for Transportation Research and Applications. Elsevier. Published in April 2023. ISBN: 9780323996808, 0323996809.

Book Chapters

  1. Jiang, Ying, Junyi Zhang, and Yinhai Wang. “Stated Ownership and Intended In-vehicle Time Use of Privately-owned Autonomous Vehicles.” Chapter 29 in Mapping the Travel Behavior Genome. Edited by Konstadinos G. Goulias, Adam W. Davis. ISBN 9780128173404. DOI.
  2. Xiaolei Ma* and Yinhai Wang, Transit Passenger Origin Inference Using Smart Card Data and GPS Data, ISBN: 978-1-63463-770-1, Nova Science Publishers, Inc. New York, USA.
  3. Wang, Yinhai and Ryan P. Avery*. “Multi-Purpose Applications of Roadway Surveillance Video Cameras.” Chapter 11 in Bringing ITS All Together. Edited by Shila H. Conway. Trafford Publishing. 2007.

Editorial Scholarship

Edited Books & Journal Issues

Books Edited

  1. Wei, Heng, Yinhai Wang, and Jianming Ma. Disruptive Emerging Transportation Technologies. ASCE Publication. April 2022.
  2. Wang, Yinhai and Ziqiang Zeng. Data-Driven Solutions to Transportation Problems. First Edition. Elsevier. December 2018.
  3. Wang, Yinhai and Michael McNerney. Proceedings of the ASCE International Conference on Transportation and Development 2018. July 2018.
  4. Yin, Yafeng, Yinhai Wang, Jian Lu, and Wei Wang. ICCTP 2011: Mobility, Safety, Efficiency, and Sustainability in Transportation System Development. American Society of Civil Engineers. 2011.
  5. Wei, Heng, Yinhai Wang, Jian Rong, and Jiancheng Weng. ICCTP 2010: Integrated Transportation Systems: Green • Intelligent • Reliable. American Society of Civil Engineers. 2010.
  6. Wang, Yinhai, Ping Yi, Shi An, and Hua Wang. ICCTP 2009: Critical Issues in Transportation System Planning, Development, and Management. American Society of Civil Engineers. 2009.

Journal Issues Edited

  1. Lai, Chun Sing, Kim-Fung Tsang, and Yinhai Wang. Applied Sciences’ special issue on Electrification of Smart Cities. April 2023.
  2. Lai, Chun Sing, Kim-Fung Tsang, and Yinhai Wang. Applied Sciences’ special issue on Electrification of Smart Cities. March 2022.
  3. Transportation Research Part C: Emerging Technologies, special issue on Data-Driven Smart-City-Enabled Traffic System Modeling, Analysis, and Optimization. Feb. 2018.
  4. IEEE Intelligent Transportation Systems Magazine, special issue on the 2012 Intelligent Transportation Systems. Volume 5, Number 4, 2013.

Intellectual Property

Patents Submitted and/or Awarded

  1. Attention-guided Image Restoration and Detection Framework for Nighttime Lens-degraded Traffic Surveillance. Patent Application 63/793,516 filed 4/23/2025.
  2. Determining a Visibility Measure based on an Image of an Environment. U.S. 12,608,907 B2. Received on April 21, 2026,
  3. Mobile Roadway Sensing, US12462674 B2, received on Nov. 4, 2025.
  4. Travel Pattern Discovery Using Mobile Device Sensors, US 9,374,661 B2, received on June 21, 2016.
  5. Spatiotemporal System for Video-based Vehicle Detection, Patent No. US 8,358,808 B2. Received on Jan. 22, 2013.
  6. Algorithm for Flat-Rate Transit Passenger Onboard Stop Identification Using Smart Card Transaction Data, Chinese Invention Patent, ZL. 201010573213.5, Received on July 25, 2012.
  7. Mobile System and Method for Traffic Detector Simulations, Patent No. US 7,786,855 B2. Received on August 31, 2010.

Applied Research

Technical Reports

Technical reports document applied research and technology deployment conducted for public agencies, research centers, and other sponsors.

2020–2026 29 items
  1. Wang, Yinhai, Yan Shi, Chenxi Liu, and Kehua Chen. “Cost-effective Traffic and Roadway Data Collection Using Edge-based Comprehensive Sensing System”. Final Report for WSDOT. Dec 2025.
  2. Wang, Yinhai, Nutvara Jantarathaneewat, and Kehua Chen. “Truck Parking Information and Management System (TPIMS)”. Final Report for WSDOT, WA-RD956.1. Dec 2025.
  3. Wang, Yinhai, Shucheng Zhang, et al. “An Innovative Internet of Things (IoT) Technologies for Active Transportation Sensing and I2X Applications.” STIC Incentive Project Report for Washington State Department of Transportation. Dec 2025.
  4. Wang, Yinhai, Haifang Wen, and Lingzi Wu. “2025 PacTrans-WSDOT Washington Summer High School Transportation Camp Program Report.” Final Report for WSDOT. Oct. 2025.
  5. Wang, Yinhai, Edward McCormack, Yifan Ling, and Sruangsaeng Chaikasetsin. “Smart Sensor for Snow Avalanche Monitoring Phase2”. Final Report for WSDOT. Sep 2025.
  6. Mehrdad Nasri, Muhammad Karim, Ryan P. Avery, Yinhai Wang. "Pathways for Civil Engineering and Land Surveying Workforce Development in Washington State". Final report for PacTrans Engineering Pathways and Workforce Development project, Prepared for The Washington State Legislature Joint Transportation Committee. July 2025.
  7. Wang, Yinhai, Shuyi Yin, Mehrdad Nasri, Chenxi Liu, Shucheng Zhang, Venky Shankar, Brian Chandler, Fred Mannering, Janet Gates, and Joey Cai. “Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis.” NCHRP Research Report 1152 for NCHRP 17-100. May 2025. Link.
  8. Wang, Yinhai, Shuyi Yin, Mehrdad Nasri, Chenxi Liu, Shucheng Zhang, Venky Shankar, Brian Chandler, Fred Mannering, Janet Gates, and Joey Cai. “Leveraging Artificial Intelligence and Big Data to Enhance Safety Analysis.” Final Conduct of Research Report for NCHRP 17-100. May 2025. Link.
  9. Wang, Yinhai, Shucheng Zhang, Chenxi Liu, and Nutvara Jantarathaneewat. “Automated Traffic Sign Recognition Using Computer Vision and Deep Learning.” Technical Report for WSDOT, WA-RD 946.1, March 2025
  10. Wang, Yinhai, Lingzi Wu, Haifang Wen, Haifeng Wang, and Jia Cheng. 2024 PacTrans-WSDOT Summer High School Transportation Camp Program Report. Final Report for WSDOT. Nov. 2024.
  11. Wang, Yinhai, Wei Sun, Sam Ricord, Cesar Maia de Maia de Souza, Yifan Ling, Yan Shi, Bingzhang Wang, and Mehrdad Nasri. “Comprehensive Transportation Equity Analysis for RITI Community: A Data-Driven Approach with Case Study.” Final Project Report for Center for Safety Equity in Transportation (CSET). July 2024. Link.
  12. Wang, Yinhai, Wei Sun, Sam Ricord, Cesar Maia de Maia de Souza, Yifan Ling, Yan Shi, Bingzhang Wang, and Mehrdad Nasri. “Cost-Effective System for Rural Roadway Traffic, Surface Conditions and Weather Conditions Monitoring.” Final Project Report for Center for Safety Equity in Transportation (CSET). June 2024. Link.
  13. Wang, Yinhai, Jia Li, Lingzi Wu, and Anne Moudon. 2023 PacTrans-WSDOT Summer High School Transportation Camp Program Report. Final Report for WSDOT. September 2023.
  14. Schroeder, Bastian, Burak Cesme, Zifeng (Lilian) Wu, Azhagan (Azy) Avr, Paul Ryus, Nagui Rouphail, Yinhai Wang, Shuyi Yin, and Wei Sun. “Update of Highway Ca[acuity Manual: Merge, Diverge, and Weaving Methodologies.” NCHRP Report 07-26. May 2023. DOI.
  15. Schroeder, Bastian J., Burak Cesme, Zifeng Lilian Wu, Azhagan Azy Avr, Paul Ryus, Nagui M. Rouphail, Yinhai Wang, Shuyi Yin, and Wei Sun. Traffic Modeling Document. No. NCHRP Project 07-26. 2023. DOI.
  16. Wang, Yinhai, Wei Sun, and Chenxi Liu. “Cost-effective Approach towards Building a Traffic Sign Data Inventory Using Open Street Images.” Final Project Report for Connected Cities for Smart Mobility toward Accessible and Resilient Transportation Center (C2SMART). September 2023. Link.
  17. Wang, Yinhai, Hao Yang, Yifan Ling, and John Ash. “Extending the SR 522 Signal Phase and Timing (SPaT) Challenge to Active Transportation Users”. Final Project Report for WSDOT. Aug 2023.
  18. Wang, Yinhai, Wei Sun, Sam Ricord, and Yifan Ling. “Assessing Pedestrian Safety on Roads Through Machine Learning Approaches for State Highways in Washington State.” Final Report for Center for Safety Equity in Transportation (CSET). April 2023.
  19. Wang, Yinhai, Wei Sun, Hollyanna Littlebull, Meng-Ju Tsai, Sam Ricord, Yifan Zhuang, and Yifan Ling. “Developing Pedestrian Safety Data Visualization and Analysis Tool for RITI Communities.” Final Report for Center for Safety Equity in Transportation (CSET). April 2023.
  20. Wang, Yinhai, Wei Sun, HollyAnna Littlebull, Meng-u Tsai, Sam Ricord, and Yifan Zhuang. “Comprehensive Roadway Safety Data Visualization and Evaluation Platform for Yakama Nation.” Final Report for the U.S. Department of Transportation. Grant #69A3452050102062. April 2022.
  21. Lutin, Jerom, Heidi Soule, Dan Sellers, Dave Valadez, John Sellers, Yinhai Wang, Andrew Krum, Mark Golusky, Luke Fischer, Ruimin Ke, Shuyi Yin, and Janet Gates. “Pierce Transit Automated Collision Avoidance and Mitigation Safety Research and Demonstration Project.” Final Report for Federal Transit Administration Grant FTA-2016-007-TRI-SRD. December 2021.
  22. Wang, Yinhai, Jerome Lutin, Ruimin Ke, Zhiyong Cui, Shuyi Yin, Yifan Zhuang, and Heidi Soule. “Quantifying Contributing Factors to Transit Bus Casualty and Liability Expenses Using the National Transit Database.” Technical Report #2 – University of Washington of the Final Report for Federal Transit Administration Grant FTA-2016-007-TRI-SRD. December 2021.
  23. Wang, Yinhai, Jerome Lutin, Ruimin Ke, Zhiyong Cui, Shuyi Yin, Yifan Zhuang, and Heidi Soule. “Evaluating the Accuracy of Transit Bus Collision Avoidance Warning System.” Technical Report #1 – University of Washington of the Final Report for Federal Transit Administration Grant FTA-2016-007-TRI-SRD. December 2021.
  24. Wang, Yinhai, Hao Yang, Wei Sun, and Yifan Zhuang. “Real-Time Truck Parking Information Integration, Visualization, and Prediction.” Final Report for WSDOT. December 2021.
  25. Wang, Yinhai, Wei Sun, and Chenxi Liu. “Cooperative Perception of Road-Side Unit and Onboard Equipment with Edge Artificial Intelligence for Driving Assistance.” Final Project Report for Connected Cities with Smart Transportation (C2Smart) Center. November 2021.
  26. Wang, Yinhai, Wei Sun, Sam Ricord, Maia de Souza, Shuyi Yin, and Meng-Ju Tsai. “Developing a Data-Driven Safety Assessment Framework for RITI Communities in Washington State.” Final Report for Center for Safety Equity in Transportation (CSET). Sept. 2021.
  27. Wang, Yinhai, Wei Sun, Shane Brown, Kevin Chang, Billy Connor, Ali Hajbabaie, and Eric Jessup. Ali. “Development of PacTrans Workforce Development Institute.” Final Report for PacTrans. July 2021.
  28. Ban, Xuegang Jeff, Yinhai Wang, Don MacKenzie, and Rong Fan. Modeling and Optimizing Ride-sourcing Services in Connected and Automated Cities. Final Project Report for Connected Cities for Smart Mobility toward Accessible and Resilient Transportation Center (C2SMART). Nov. 2021.
  29. Shi, Xianming, Yinhai Wang, Ziyuan Pu, Haizhong Wang, M.R.K. Siam, Yaqin He, and Michelle Akin. “Exploring Weather Related Connected Vehicle Applications for Improved Winter Travel in Pacific Northwest.” Final Project Report for PacTrans. Jan. 2020.
2015–2019 24 items
  1. Wang, Yinhai, Wei Sun, Hao Yang, Christopher Gottsacker, Sam Ricord, and Shuyi Yin. “Developing a Data-Driven Safety Assessment Framework for RITI Communities in Washington State.” Final Report for CSET. Sept. 2019.
  2. Wang, Yinhai, Xuegang Ban, Zhiyong Cui, and Meixin Zhu. “An Artificial Intelligence Platform for Network-wide Congestion Detection and Prediction using Multi-Source Data.” Final Project Report for Connected Cities with Smart Transportation (C2Smart) Center. June 2, 2019.
  3. Wang, Yinhai, Wenbo Zhu, and Meixin Zhu. “A Connected Vehicle Based Adaptive Navigation Algorithm.” Research Report for PacTrans. June 2019.
  4. Wang, Yinhai, Hao Yang, Ruimin Ke, and Ziqiang Zeng. Data-Driven Analytical Framework and Algorithms for Traffic Emission Inventory. Research Report for Sichuan Energy Internet Research Institute. June 2019.
  5. Wang, Yinhai, Roger Mingo, Jerome Lutin, Wenbo Zhu, and Meixin Zhu. “Developing a Statistically Valid and Practical Method to Compute Bus and Truck Occupancy Data.” Final Report for FHWA-TOPR 33-01-18005. May 22, 2019.
  6. Wang, Yinhai, Ying Jiang, Christopher Gottsacker, and Ziqiang Zeng. “Promoting CSET Outreach Activities through Safety Data Management and Analysis in RITI Communities.” Final Project Report for Center for Safety Equity in Transportation (CSET). April 2019.
  7. Wang, Yinhai, Ziqiang Zeng, Christopher Gottsacker, and Ying Jiang. “Develop a Regional Multi-Source Database System for Safety Data Management and Analysis in RITI Communities in Washington State.” Final Project Report for Center for Safety Equity in Transportation (CSET). April 2019.
  8. Mingo, Roger, Yinhai Wang, Kenneth Perrine, Mayuree Binjolkar, Meixin Zhu, Ziqiang Zeng, and Ying Jiang. “Developing a Geospatial Database Covering Posted Speed Limit Information for the Full Extend of the National Highway System.” Final Report for FHWA-TOPR-HPPI180007. Jan. 2019.
  9. Wang, Yinhai, John Ash, Ziyuan Pu, Zhibin Li, Ziqiang Zeng, Ali Hajbabaie, and Leila Hajibabai. “Understanding Opportunities with Connected Vehicles in the Smart Cities Context.” Final Research Report for WSDOT and PacTrans. Dec. 2018.
  10. Wang, Yinhai, Haizhong Wang, Zhibin Li, Hao Yang, Kristian Henrickson, John Ash, Chen Chen, and Shangjia Dong. “Freeway Traffic Safety and Efficiency Enhancement through Adaptive Roadway Lighting and Control Enabled by Connected Infrastructure Networks.” Final Research Report for WSDOT and PacTrans. Dec. 2018.
  11. Wang, Yinhai, Yifan Zhuang, Ruimin Ke, Chenxi Liu, Ziyuan Pu, and Hao Yang. “A Multi-Sensor Solution for Sound Transit Parking Space Detection.” Final Research Report for Sound Transit. Dec. 2018.
  12. Wang, Yinhai, Zhiyong Cui, Kristian Henrickson, Delwar Murshed, Ming-Bang Shyu, and Doug Brodin. “Pilot Testing of SHRP2 reliability Data and Analytical Products: Washington.” Final Research Report for SHRP 2 Reliability Project L38D. Sept. 2018.
  13. Wang, Yinhai, Ruimin Ke, Ziqiang Zeng, and Zhibin Li. “Developing a Cost-Effective Bus-to-Pedestrian Near-Miss Detection Method Using Onboard Video Camera Data.” Final Research Report for PacTrans. June 2018.
  14. Wang, Yinhai and Zhiyong Cui. “Performance Measurement for a Selected Pilot Urban Corridor in Seattle.” Final Research Report for Seattle Department of Transportation. Dec., 2017.
  15. Hallenbeck, Mark, John Ishimaru, Zhiyong Cui, Yinhai Wang , Duane Wright, Weibin Zhang, and Kristian Henrickson. “Implementing the Routine Computation and Use of Roadway Performance Measures within WSDOT.” Research Report for Washington State Department of Transportation. Oct. 2017.
  16. Wang, Haizhong, Chen Chen, Yinhai Wang, Ziyuan Pu, and Michael Lowery. “Bicycle Safety Analysis: Crowdsourcing Bicycle Travel Data to Estimate Risk Exposure and Create Safety Performance Functions.” Final Research Report for Pacific Northwest Transportation Consortium (PacTrans). Mar. 2017.
  17. Lutin, Jerome, Yinhai Wang, Ruimin Ke, and Steven Clancy. “Active Safety-Collision Warning Pilot in Washington State.” Transit IDEA Program Final Report #TRANSIT-82. May 19, 2017. Available online at Link.
  18. Hajbabaie, Ali, Yinhai Wang, SMA Bin Al Islam, and Ziqiang Zeng. “Regional Map based Analytical Platform for State-wide Highway Safety Performance Assessment.” Final Research Report for PacTrans. April. 2017.
  19. Wang, Yinhai, Yajie Zou, John Ash, and Ziqiang Zeng. “Developing a Clustering-based Empirical Bayes Analysis Method for Hotspot Identification.” Research Report for PacTrans. April 2016.
  20. Li, Zhibin, Yinhai Wang, Ali Hajbabaie, and Leila Hajibabai. “Enhancing Safe Traffic Operations Using Connected Vehicles Data and Technologies.” Research Report for PacTrans. June 2017.
  21. Wang, Yinhai, Weibin Zhang, Kris Henrickson, Ruimin Ke, and Zhiyong Cui. “Digital Roadway Interactive Visualization and Evaluation Network Applications to WSDOT Operational Data Usage.” Technical report for Agreement T1461, Task 05 of Washington State Department of Transportation. April 2016.
  22. Wang, Yinhai, Zhibin Li, Wenbo Zhu, and John Ash. “Highway Grade Characterization and Operating Efficiency Methods, Tools and Data Development.” Technical reports for Tasks 2, 3, 5, and 6 of FHWA-DTFH61-13-D-00021-5003. Feb. 2016.
  23. Wang, Yinhai and Yajie Zou. “Study on Illumination for State Highways.” Final Research Report for Washington State Department of Transportation. October 2015.
  24. Lowry, Michael, Ryan McGrath, Seth Cool, Ryan Cook, Mitch Skiles, Zhibin Li, Kristian Henrickson, Matthew Dunlap, and Yinhai Wang. “Data Collection and Spatial Interpolation of Bicycle and Pedestrian Data.” Final Research Report for Pacific Northwest Transportation Consortium (PacTrans). July 2015.
2010–2014 15 items
  1. Wang, Yinhai, John Nisbet, Daniela Bremmer, Yajie Zou, Shuming Yan, Delwar Murshed, Wenbo Zhu, Matthew Dunlap, and Benjamin Wright. “Pilot Testing of SHRP 2 Reliability Data and Analytical Products.” Final Research Report. SHRP 2. June 2014.
  2. Dixon, Michael, Yinhai Wang, David Porter, and David Kim. “Performance Monitoring for Safe and Livable Communities: Fusing Data to Improve Arterial Operations for All Users.” Final Research Report (Report No. 2012-M-005) for PacTrans. October 2014.
  3. Wang, Yinhai, Ed McCormack, Bahar Namaki Araghi, Yegor Malinovskiy, Jonathan Corey, and Tianxing Cheng. “Error Assessment for Emerging Traffic Data Collection Devices.” Final Research Report. Washington State Department of Transportation and Pacific Northwest Transportation Consortium (PacTrans). January 2014.
  4. Wang, Yinhai, Xiaolei Ma, Sa Xiao, Yegor Malinovskiy, Jonathan Corey, and Kristian Henrickson. “Digital Roadway Interactive Visualization and Evaluation Network Applications to WSDOT Operational Data Usage.” Final Research Report. Washington State Department of Transportation. December 2013.
  5. Wang, Yinhai, Ed McCormack, Bahar Namaki Araghi, Yegor Malinovskiy, Jonathan Corey, and Tianxing Cheng. “Error Assessment for Emerging Traffic Data Collection Devices.” Final Research Report. Washington State Department of Transportation. December 2013.
  6. Wang, Yinhai, Jonathan Corey, Yunteng Lao, and Xin Xin. Criteria for the Selection and Application of Advanced Traffic Signal Systems. Final Research Report. Oregon State Department of Transportation. May 2013.
  7. Wang, Yinhai, Xiaoyue (Cathy) Liu, and Carman Kwan. Network Evaluation of Integrated Corridor Management (ICM) Implementation. Final Research Report. Seattle Department of Transportation. December 2012.
  8. Wang, Yinhai, Runze Yu, and Sa (Sonia) Xiao. Development of Methods for Enhancing Travel Origin-Destination Data. Final Research Report for FHWA T11-002 Task 2. US Department of Transportation. November 2012.
  9. Wang, Yinhai, Cathy Liu, Bastian Shroeder, Nagui Rouphail, Timothy Thomson, Yafeng Yin, Loren Bloomberg. NCHRP 03-96: Analysis of Managed Lanes on Freeway Facilities. Final Research Report. Transportation Research Board. Aug. 2012.
  10. Wang, Yinhai, Yunteng Lao, Cathy Liu, and Guangning Xu. Simulation-Based Testbed Development for Analyzing Toll Impacts on Freeway Travel. Transportation Northwest (TransNow) Research Report TNW2012-16. June 2012.
  11. Wang, Yinhai, Jonathan Corey, Yunteng Lao, and Xin Xin. Developing a Performance Measurement Framework and Selection Guidelines for Advanced Traffic Signal Systems. Transportation Northwest (TransNow) Research Report TNW2012-17. June 2012.
  12. Wang, Yinhai, Yegor Malinovskiy, Yao-Jan Wu, and Un Kun Lee. Error Modeling and Analysis for Travel Time Data Obtained from Bluetooth MAC Address Matching. Transportation Northwest (TransNow) and Washington State Department of Transportation (WSDOT) Research Report WA-RD 782.1/ TNW2011-01. Dec. 2011.
  13. Wang, Yinhai, Yao-Jan Wu, Xiaolei Ma, and Jonathan Corey. Real-time Travel Time Prediction on Urban Traffic Network. Transportation Northwest (TransNow) Research Report TNW2010-06. Oct. 2010.
  14. Wang, Yinhai, Runze Yu, Yunteng Lao, and Timothy Thomson. Quantifying Incident-Induced Travel Delays on Freeways Using Traffic Sensor Data: Phase II. Transportation Northwest (TransNow) and Washington State Department of Transportation (WSDOT) Research Report WA-RD 752.3/TNW 2010-07. June 2010.
  15. Wang, Yinhai, Yunteng Lao, Yao-Jan Wu, and Jonathan Corey. Identifying High Risk Locations of Animal-Vehicle Collision for Washington State Highways. Transportation Northwest (TransNow) and Washington State Department of Transportation (WSDOT) Research Report WA-RD 752.1/TNW 2010-04. June 2010.
Before 2010 14 items
  1. Wang, Yinhai and Guohui Zhang. A Self-Adaptive Toll Rate Algorithm for High Occupancy Toll (HOT) Lane Operations. Transportation Northwest (TransNow) Research Report TNW2009-09. Oct. 2009.
  2. Wang, Yinhai, Jonathan Corey, Yunteng Lao, and Yaojan Wu. Development of a Statewide Online System for Traffic Data Quality Control and Sharing. Transportation Northwest (TransNow) Research Report TNW2009-12. Oct. 2009.
  3. Wang, Yinhai, Yegor Malinovskiy, and Yao-Jan Wu. Occlusion Robust and Environment Insensitive Algorithm for Vehicle Detection and Tracking Using Surveillance Video Cameras. Transportation Northwest (TransNow) Research Report TNW2008-12. Oct. 2008.
  4. Wang, Yinhai, Kenneth Perrine, and Yunteng Lao. Developing an Area-Wide System for Coordinated Ramp Meter Control. Transportation Northwest (TransNow) Research Report TNW2008-11. Oct. 2008.
  5. Wang, Yinhai, Patikhom Cheevarunothai, and Mark Hallenbeck. Quantifying Incident-Induced Travel Delays on Freeways Using Traffic Sensor Data. Transportation Northwest (TransNow) and Washington State Department of Transportation (WSDOT) Research Report TNW2008-07/WA-RD 700.1. May 2008.
  6. Wang, Yinhai, Ngan Ha Nguyen, Atli Björn E. Levy, and Yao-Jan Wu. Cost Effective Safety Improvements for Two-Lane Rural Roads. Transportation Northwest (TransNow) Research Report TNW2008-04. Mar. 2008.
  7. Wang, Yinhai, Guohui Zhang, Jonathan Corey, and Cyrus Shahrivar. Side-by-side Evaluation of VVDC and Citilog’s Media TD Video Detection Systems. Research Report for Washington State Department of Transportation, Agreement T4118, Aug. 2007.
  8. Wang, Yinhai, Mark Hallenbeck, Jianyang Zheng, and . Comprehensive Evaluation on Transit Signal Priority System Impacts Using Field Observed Traffic Data (Final Report). Transportation Northwest (TransNow) Research Report. Apr. 2007.
  9. Wang, Yinhai, Nancy L. Nihan, and Ryan P. Avery. Improving Truck and Speed Data using Paired Video and Single-Loop Sensors. Washington State Department of Transportation (WSDOT) and Transportation Northwest (TransNow) Joint Research Report TNW2006-01/WA-RD-656.1. Sept. 2006.
  10. Wang, Yinhai, Jianyang Zheng, and . Comprehensive Evaluation on Transit Signal Priority System Impacts Using Field Observed Traffic Data (Phase One). Transportation Northwest (TransNow) Research Report TNW2006-10. Sept. 2006.
  11. Nihan, Nancy L., Yinhai Wang, and Patikhom Cheevarunothai. Improving Dual-Loop Truck (and Speed) Data: Quick Detection of Malfunctioning Loops and Calculation of Required Adjustments. Transportation Northwest (TransNow) Research Report TNW2006-02/WA-RD-647.1. June 2006.
  12. Nihan, Nancy L., Yinhai Wang, and Xiaoping Zhang. Improved Dual-Loop Detection System for Collecting Real-Time Truck Data. Transportation Northwest (TransNow) Research Report TNW2005-02. Feb. 2005.
  13. Zhang, Xiaoping, Nancy L. Nihan, and Yinhai Wang. Evaluation of Dual-Loop Data Accuracy Using Video Ground Truth Data: Dual Loop Error. Washington State Department of Transportation Research Report. WA-RD 535.1/TNW 2002-02. Jan. 2002.
  14. Wang, Zuoyuan, Yinhai Wang, Zhenxiang Ye and Dongming Chen. An investigation on infrastructure damage caused by 1991’s food in Anhui Province. Research report for the China Science Foundation (in Chinese), May 1995.

Additional Scholarly Output

Abstracts & Non-Refereed Publications

Abstracts 70 items
  1. Wang, Yinhai, and Mehrdad Nasri. “Leveraging AI and Big Data to Enhance Safety Analysis.” TR News, no. 357, Spring 2026. Link
  2. Nasri, Mehrdad, Shucheng Zhang, and Yinhai Wang. “AI-Driven Extraction of Network-Wide Safety Indicators from Next-Generation Sensing Sources.” Safe Mobility Conference 2026. Seattle, Washington, March 28-30, 2026.
  3. Nasri, Mehrdad, Jingyi He, Muhammad Monjurul Karim, and Yinhai Wang. “Can Surrogate Safety Measures Explain Crash Patterns at Signalized Intersections? Evidence from Network-Wide Connected-Vehicle Data Using Negative Binomial, Random Forest, and Diffusion GNN Models.” Safe Mobility Conference 2026. Seattle, Washington, , March 28-30, 2026
  4. Nasri, Mehrdad, Shuyi Yin, and Yinhai Wang. “Improving Nighttime Driving Safety: Machine Learning for Street Luminaire Detection and Localization.” 2025 ASCE International Conference on Transportation and Development (ICTD). Glendale, Arizona, June 8–11, 2025.
  5. Chaikasetsin, Sruangsaeng, Chenxi Liu, Mehrdad Nasri, and Yinhai Wang. “Zero-shot Learning Based Cyclists Detection through Surveillance Systems.” 2025 ASCE International Conference on Transportation and Development (ICTD). Glendale, Arizona, June 8–11, 2025.
  6. Wang, Bingzhang, Muhammad Monjurul Karim, Mehrdad Nasri, and Yinhai Wang. “Cooperative Perception-Based Vehicle Trajectory Prediction and Conflict Estimation.” 2025 ASCE International Conference on Transportation and Development (ICTD). Glendale, Arizona, June 8–11, 2025.
  7. Pu, Ziyuan, Ruimin Ke, and Yinhai Wang. “A Novel Multi-Source Transportation Internet of Things Device: Mobile Unit for Sensing Traffic (MUST) Sensor.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  8. Li, Huiping, Meng Li, and Yinhai Wang. “A Comparative Study of Prediction Models on the Duration of Traffic Incidents.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  9. Zhu, Meixin, Ziyuan Pu, Hao Yang, Chenxi Liu, and Yinhai Wnag. “Developing a Visual Car-Following Model.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  10. Liu, Chenxi, Lingjiu Lu, Hao Yang, and Yinhai Wang. “Understanding the Representativeness of New Emerging Data in Human Mobility Research.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  11. Yin, Shuyi, Jiahui Wang, Zhecheng Wang, Zhiyong Cui, and Yinhai Wang. “Attention-Enabled Network-Level Traffic Speed Prediction.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  12. Yang, Hao, Meixin Zhu, Chenxi Liu, and Yinhai Wang. “A Novel Framework for City-scale Road Network Congestion Prediction and Cascading Analysis based on Multi-Target Multi-Camera Tracking (MTMCT).” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  13. Yin, Shuyi, Yuanjie Tu, Kairui Huang, and Yinhai Wang. “Minimizing Commuters’ Metro-Bus Transfer Waiting Times using Smart Card Data.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  14. Ash, John and Yinhai Wang. “Real-time crash prediction based on probe vehicle trajectory data.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  15. Liu, Tianming, Ziyuan Pu, Qiannan Zhang, and Yinhai Wang. “An Iterative Random Forest Approach for Missing Value Imputation of Complex Traffic Incident Data.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  16. Liu, Chenxi, Hao Yang, Ni Dong, and Yinhai Wang. “Advanced Multidimensional Sequence Alignment Method (AMSAM) for Activity-based Travel Pattern Similarity Identification.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  17. Li, Huiping, Meng Li, and Yinhai Wang. “A Novel Way of Pedestrian Speed Detection Using Wi-Fi Channel State Information.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  18. Liu, Chenxi, Hao Yang, Meixin Zhu, and Yinhai Wang. “Smart Reversible Lane Control based on Smart Road Sticker (SRS).” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  19. Li, Huiping, Meng Li, and Yinhai Wang. “A RNN-based Model for Combination of Traffic Data Imputation and Prediction.” 2020 ASCE International Conference on Transportation and Development (ICTD). Seattle, Washington, May 26-29, 2020.
  20. Ke, Ruimin, Wan Li, Zhiyong Cui, and Yinhai Wang. “Two-stream Multi-channel Convolutional Neural Network for Multi-lane Traffic Speed Prediction Considering Volume Impact.” 2019 INFORMS Annual Meeting. Seattle, Washington, Oct. 20-23, 2019.
  21. Pu, Ziyuan, Bing Han, Yinhai Wang, and Jiangang Xu. “Using Random Forests to Explore the Non-Linear Correlation Between Highway Vertical Curve Features and Crash Frequency.” 2019 ASCE International Conference on Transportation and Development. Alexandria, Virginia, June 9-12, 2019.
  22. Zhu, Meixin and Yinhai Wang. “Multi-Objective Longitudinal Velocity Control for Autonomous Driving.” 2019 ASCE International Conference on Transportation and Development. Alexandria, Virginia, June 9-12, 2019.
  23. Jiang, Ying, Yinhai Wang, Junyi Zhang, Zhiyong Cui, and Ruimin Ke. “Human factors in naturalistic driving: an integrated research on driver's affective experience, avoidance behavior and speed control performances.” 2019 ASCE International Conference on Transportation and Development. Alexandria, Virginia, June 9-12, 2019.
  24. Kopca, Cole and Yinhai Wang. “PacTrans Innovations in Mobility and Safety Technologies.” 2019 UTC Spotlight Conference, Washington D.C., May 14, 2019.
  25. Zhang, Chen, Jie He, Rui Qiu, and Yinhai Wang. “A deep learning method used in traffic environmental impact analysis at toll collection plaza in China.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  26. Zeng, Ziqiang, Huimiao Chen, and Yinhai Wang. “A Framework of a V2X Communication System with Novel Technologies for Enhancing Vehicle and Pedestrian Safety.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  27. Nan, Qiuming and Yinhai Wang. “A Line-shape Measurement Method of Bridge Structure Based on Fiber Optic Gyroscope.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  28. Ke, Ruimin, Yifan Zhuang, and Yinhai Wang. “A Multi-Sensor Solution for Large-Scale Parking Space Detection.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  29. Guo, Ge and Yinhai Wang. “A Multi-Sensor Solution for Large-Scale Parking Space Detection.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  30. Huang, Ling, Yinhai Wang, Jianping Wu, and Kai Lu. “Comparative Analysis & Modeling for Conflict Avoidance Behavior of E-Bikes and Bikes.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  31. Qiu, Rui, Yinhai Wang, Ziqiang Zeng, and Meihui Li. “Data-driven pollution routing problem.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  32. Chen, Huimiao, Yinhai Wang, and Ziqiang Zceng. “Data-driven Analysis of Plug-in Electric Taxis Dispatching and Charging.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  33. Liu, Dan and Yinhai Wang. “Data-driven Innovations in a Regional Freight Planning Model: Accounting for Heterogeneous Stakeholders’ Preferences.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  34. Liang, Yunyi, Mayuree Binjolkar, Zhiyong Cui, and Yinhai Wang. “Delay bound analysis for vehicular ad hoc networks at signalized intersections.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  35. Ash, John, Yunyi Liang, Ziqiang Zeng, Yinhai Wang, and Ted Bailey. “Freeway Traffic Safety and Efficiency Enhancement through Adaptive Roadway Lighting and Control Enabled by Connected Sensor and Infrastructure Networks.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  36. Zhu, Meixin, Xuesong Wang, and Yinhai Wang. “Human-Like Autonomous Car-Following Model by Deep Deterministic Policy Gradient Reinforcement Learning.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  37. Jiang, Ying, Junyi Zhang, and Yinhai Wang. “In-vehicle Time Adaptations to Use of Autonomous Vehicles.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  38. Zhu, Mengtao, Yunjie Li, and Yinhai Wang. “Investigation of Driver Injury Severity Patterns in Run-Off-Road Crashes Using a Series of Artificial Neural Network Models.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  39. Cui, Zhiyong, Band Sittikariya, Mingjian Fu, Adiam Emery, and Yinhai Wang. “Performance Measurement for a Selected Pilot Urban Corridor in Seattle.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  40. Lu, Kai, Guanrong Lin, Jianmin Xu, and Yinhai Wang. “Simultaneous Optimization Model of Signal Phase Design and Timing at Intersection.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  41. Liu, Chenglong, Yishun Li, Cong Chao, Yinhai Wang, and Yuchuan Du. “The Application of Machine Vision in Skid Resistance Estimation.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  42. Li, Huiping, Yinhai Wang, and Meng Li. “A BPCA Based Missing Value Imputation and Its Impact on Traffic Incident Prediction.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  43. Ma, Ning, Jiuping Xu, and Yinhai Wang. “The Locating and Capacitating Strategy of CNG Refueling Station towards the Uncertain Developing Market.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  44. Li, Meihui, Jiuping Xu, and Yinhai Wang. “Transport biofuels technological paradigm based conversion approaches towards a bio-electric energy framework.” 2018 ASCE International Conference on Transportation and Development, Pittsburgh, PA, July 15-18, 2018.
  45. Chen, Xiaofeng, Kristian Henrickson*, and Yinhai Wang. “Kinect-based Pedestrian Detection for Crowded Scenes.” 2014 North America Travel Monitoring Exposition and Conference, Chicago, Illinois, June 29 – July 2, 2014.
  46. Xiao*, Sa, and Yinhai Wang. “Data-Driven Geospatial-Enabled Transportation Platform for Freeway Performance Analysis.” 2014 North America Travel Monitoring Exposition and Conference, Chicago, Illinois, June 29 – July 2, 2014.
  47. Henrickson*, Kristian, and Yinhai Wang. “Opportunistic GPS Location and MAC Address Sensing for Pedestrian Data Collection.” 2014 North America Travel Monitoring Exposition and Conference, Chicago, Illinois, June 29 – July 2, 2014.
  48. Xiao*, Sa, and Yinhai Wang. “Data-Driven Geospatial-Enabled Transportation Platform for WSDOT Operational Analysis.” The 2014 AASHTO Subcommittee on Information Systems Annual Conference. Bismarck, North Dakota, May 4-7, 2014.
  49. Malinovskiy*, Yegor, Bahar Namaki*, Ted Bailey, Ron Vessey, and Yinhai Wang. “Error Assessment for Emerging Traffic Data Collection Devices.” 2013 Western States Rural Transportation Technology Implementers Forum, Yreka, CA, June 18-20.
  50. Liu*, Xiaoyue, Yinhai Wang, Bastian Schroeder, and Nagui Rouphail. “Analysis of Managed Lanes on Freeway Facilities.” TRB Mid-Year Meeting of the Freeway Operations, Active Traffic Management, and Managed Lane Committees, Atlanta, Georgia. June 23-26, 2013.
  51. Liu*, Xiaoyue, and Yinhai Wang. “A Twin Cell Modeling Approach for Parallel Freeway Facilities – A Managed Lane Example.” The TRB Symposium on Innovations in Traffic Flow Theory, and Highway Capacity and Quality of Service. Ft Lauderdale, FL. June 19-22, 2012.
  52. Ma*, Xiaolei, Jonathan Corey*, and Yinhai Wang. “New Online Platform for Transportation Data Management, Visualization, and Decision Support.” NATMAC 2012. Dallas, TX. June 2012.
  53. Corey*, Jonathan, Yunteng Lao*, and Yinhai Wang. “Detection and Correction of Loop Detector Sensitivity Level Errors.” NATMAC 2012. Dallas, TX. June 2012.
  54. Malinovskiy*, Yegor and Yinhai Wang. “Sensing with Ubiquitous Mobile Devices: Travel Pattern Discovery.” NATMAC 2012. Dallas, TX. June 2012.
  55. Liu*, Xiaoyue, Timothy Thomson*, and Yinhai Wang. “Analysis of Managed Lanes Speed-Flow Relationships – An Empirical Research Based on Field Observations.” 14th International Managed Lanes Conference, Oakland, CA, May 23-24, 2012.
  56. Liu*, Xiaoyue, Guohui Zhang*, and Yinhai Wang. “Quantifying Dynamic Tolling Impacts on Single Occupancy Vehicles’ Usage of High Occupancy Toll Lanes: an Empirical Approach Based on Field Observations.” Innovations in Pricing of Transportation Systems: Workshop and Conference, Lake Buena Vista, Florida, May 13, 2010.
  57. Cheevarunothai*, Patikhom, Runze Yu*, and Yinhai Wang. “Using Advanced Loop Event Data Analyzer to Tune-up Dual-Loop Detectors for Improved Truck and Speed Data.” NATMAC 2010. Seattle, WA. July 2010.
  58. Wu*, Yao-Jan, Jonathan Corey*, and Yinhai Wang. “High-resolution Detector Data Collection and Storage for Real-time Intersection Performance Measurement.” NATMAC 2010. Seattle, WA. July 2010.
  59. Malinovskiy*, Yegor, Yao-Jan Wu *, Yinhai Wang, and Un-Kun Lee. “Field Experiments on Bluetooth-based Travel Time Data Collection.” NATMAC 2010. Seattle, WA. July 2010.
  60. Wang, Yinhai, Yao-Jan Wu, Jonathan Corey, and Xiaolei Ma. “Digital Roadway Interactive Visualization and Evaluation Network (DRIVE Net).” NATMAC 2010. Seattle, WA. July 2010.
  61. Liu*, Xiaoyue, Guohui Zhang*, Yao-Jan Wu*, and Yinhai Wang. “Monitoring High Occupancy Toll (HOT) System Performance using Traffic Data.” NATMAC 2010. Seattle, WA. July 2010.
  62. Cheevarunothai*, Patikhom and Yinhai Wang. “An Affordable Loop Detector Simulator (LOOPSIM) for In-Laboratory Traffic Research and Training.” NATMAC 2010. Seattle, WA. July 2010.
  63. Malinovskiy*, Yegor, Yao-Jan Wu *, and Yinhai Wang. “A Computer-Vision System for Automated Pedestrian and Cyclist Data Collection.” NATMAC 2010. Seattle, WA. July 2010.
  64. Lee, Un-Kun, Yao-Jan Wu*, Jonathan Corey*, and Yinhai Wang. “Development and Implementation of Low-cost, Programmable Piezoelectric Vehicle Detection System for Traffic Monitoring.” NATMAC 2010. Seattle, WA. July 2010.
  65. Zhang*, Guohui Zhang, Yegor Malinovskiy*, Yao-Jan Wu*, Yinhai Wang, Matt Neely, and Ted Bailey. “A Video-based Vehicle Detection and Classification System for Real-Time Traffic Data Collection Using Un-calibrated Video Cameras.” NATMAC 2010. Seattle, WA. July 2010.
  66. Cheevarunothai*, Patikhom and Yinhai Wang. “Identification and Correction of Inductance Loop Sensitivity Problems.” 2009 International Conference for Chinese Transportation Professionals. Harbin, China. August 2009.
  67. Zhang*, Guohui and Yinhai Wang. “A Self-Adaptive Dynamic Tolling Algorithm (SADTRA) for High Occupancy Toll Lane Operations.” Second International Symposium for Freeway and Toll Way Operations. Hawaii. June 2009.
  68. Cheevarunothai*, Patikhom and Yinhai Wang. “Quantifying Incident-Induced Travel Delays Using Traffic Sensor Data.” Second International Symposium for Freeway and Toll Way Operations. Hawaii. June. 2009.
  69. Fujisawa*, Kaori, Brian Kemper, Yinhai Wang. “Integrated Corridor Management in Seattle.” TRB Integrated Corridor Management Workshop. Irvine, California. June 2009.
  70. Zhang*, Guohui and Yinhai Wang. “Determining Toll Rate Dynamically Based on Real-Time Traffic Sensor Measurements.” 2008 Freeway and Toll Way Operations Conference. Florida. June 2008.
Non-Refereed Papers 6 items
  1. Wang, Yinhai and Mehrdad Nasri. “Leveraging AI and Big Data to Enhance Safety Analysis.” TR News, Issue 357 (Spring 2026).
  2. Wang, Bo, David Reinke, and Yinhai Wang. “Artificial Intelligence Frontiers in Transportation.” TR News, January-March 2024.
  3. Williges, Chris, Mohammed Hadi, Mike Sobolewski, Yinhai Wang, and John Nisbet. “Piloting Reliability Research.” TR News, November-December 2013.
  4. Koji, Saito, Yinhai Wang, Kiyoshi Takahashi, and Hitoshi Ieda. “A Study on Intersection Angle Accident Risk with Drivers’ PRT Considered.” Proceedings of the 53rd annual conference of the Japan Society of Civil Engineers (in Japanese), No. 4, 476-477, 1998.
  5. Wang, Yinhai, Kiyoshi Takahashi, and Hironori Kato. “Elderly Drivers’ Features and Their Effects on Accident Risk.” Proceedings of the 24th annual conference of the East Japan Society of Civil Engineers, No. 4, 478-479, 1997.
  6. Wang, Yinhai, Hitoshi Ieda, and Hironori Kato. “Traffic Safety under Mixed Traffic Condition in Beijing.” Proceedings of the 51st annual conference of the Japan Society of Civil Engineers, No. 4, 314-315, 1996.