Journal and Conference Publications

Published

2023

Title	Journal/Conference	Author	Link
Classification of Roadway Infrastructure and Collaborative Automated Driving System	SAE International Journal of Connected and Automated Vehicles	Ran, B., Cheng, Y., Li, S., Li, H., & Parker, S.	Full Text
Development of the Data Pipeline for a Connected Vehicle Corridor	International Conference on Transportation and Development 2023	Keshu Wu, Yang Cheng, Steven T. Parker, Bin Ran, and David A. Noyce	Full Text
Snowflake Schema-Based Data Warehouse for Analyzing Crash, Citation, and Warning Traffic Safety Records	International Conference on Transportation and Development 2023	Sicheng Fu, Steven T. Parker, and Andrea Bill	Full Text
Web Portal Development and Site Usage Pattern Analysis for a Multi-State Truck Parking Information Management System (TPIMS)	International Conference on Transportation and Development 2023	Rei Tamaru, Yang Cheng, Steven Parker, Ernie Perry, Bin Ran, and Soyoung (Sue) Ahn	Full Text
Stochastic capacity analysis for a distributed connected automated vehicle virtual car-following control strategy	Transportation Research Part C: Emerging Technologies	Tianyi Chen, Siyuan Gong, Meng Wang, Xin Wang, Yang Zhou, Bin Ran	Full Text
Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles	Knowledge-Based Systems	Shi, H., Zhou, Y., Wu, K., Chen, S., Ran, B & Nie, Q.	Full Text
A deep reinforcement learning based distributed control strategy for connected automated vehicles in mixed traffic platoon	Transportation Research Part C: Emerging Technologies	Shi, H., Chen, D., Zheng N., Wang, X., Zhou, Y., & Ran, B.	Full Text

2022

Title	Journal/Conference	Author	Link
How to Collect Tribal Crash Data Properly? Experience from a New Wisconsin Crash Reporting System	International Conference on Transportation and Development 2022	Chen, T., Shi, H*., Vorhes, G., Parker, S. T., & Noyce, D. A.	Full Text
Rolling-horizon-based strategy of fully cooperative traffic under signalized intersections	Computer-Aided Civil and Infrastructure Engineering	Yao, Y., Zhou, Y., Xia, J., Wang, X., Li, X., & Ran, B.	Full Text
Distributed Connected Automated Vehicles Control Under Real-Time Aggregated Macroscopic Car Following Behavior Estimation Based on Deep Reinforcement Learning	SSRN	Shi, H., Chen, D., Zheng, N., Wang, X., Zhou, Y., & Ran, B.	Full Text
Generative Adversarial Network for Car Following Trajectory Generation and Anomaly Detection	SSRN	Shi, H., Dong, S., Wu, Y., Li, S., Zhou, Y., & Ran, B.	Full Text
Spatially Formulated Connected Automated Vehicle Trajectory Optimization with Infrastructure Assistance	Journal of Advanced Transportation	Yi, R., Zhou, Y., Wang, X., Liu, Z., Li, X., & Ran, B.	Full Text
An integrated car-following and lane changing vehicle trajectory prediction algorithm based on a deep neural network	Physica A: Statistical Mechanics and its Applications	Shi, K., Wu, Y., Shi, H., Zhou, Y., & Ran, B.	Full Text
A deep reinforcement learning-based distributed connected automated vehicle control under communication failure	Computer-Aided Civil and Infrastructure Engineering	Shi, H., Zhou, Y., Wang, X., Fu, S., Gong, S., & Ran, B.	Full Text

2021

Title	Journal/Conference	Author	Link
Connected and automated vehicle distributed control for on-ramp merging scenario: A virtual rotation approach	Transportation Research Part C: Emerging Technologies	Chen, T., Wang, M., Gong, S., Zhou, Y., & Ran, B.	Full Text
Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment	Transportation Research Part C: Emerging Technologies	Shi, H., Zhou, Y., Wu, K., Wang, X., Lin, Y., & Ran, B.	Full Text
An integrated Empirical Mode Decomposition and Butterworth filter based vehicle trajectory reconstruction method	Physica A: Statistical Mechanics and its Applications	Dong, S., Zhou, Y., Chen, T., Li, S., Gao, Q., & Ran, B.	Full Text
Cooperative critical turning point-based decision-making and planning for CAVH intersection management system	IEEE Transactions on Intelligent Transportation Systems	Li, S., Shu, K., Zhou, Y., Cao, D., & Ran, B.	Full Text
A distributed deep reinforcement learning-based integrated dynamic bus control system in a connected environment	Computer-Aided Civil and Infrastructure Engineering	Shi, H., Nie, Q., Fu, S., Wang, X., Zhou, Y., & Ran, B.	Full Text
Development of an Integrated Transportation System of Connected Automated Vehicles and Highways	ITE Journal	Ran, B., Cheng, Y., Leight, S., & Parker, S.	Full Text

2020

Title	Journal/Conference	Author	Link
A Feature-Based Approach to Large-Scale Freeway Congestion Detection Using Full Cellular Activity Data	IEEE Transactions on Intelligent Transportation Systems	Li, S., Cheng, Y., Jin, P., Ding, F., Li, Q., & Ran, B.	Full Text
Urban arterial traffic status detection using cellular data without cellphone GPS information	Transportation research part C: emerging technologies	Li, S., Li, G., Cheng, Y., & Ran, B.	Full Text

2019

Title	Journal/Conference	Author	Link
Large-scale full-coverage traffic speed estimation under extreme traffic conditions using a big data and deep learning approach: Case study in China	Journal of Transportation Engineering, Part A: Systems	Ding, F., Zhang, Z., Zhou, Y., Chen, X., & Ran, B.	Full Text
Development of an Integrated Transportation System of Connected Automated Vehicles and Highways	ITE Journal	Ran, B., Cheng, Y., Leight, S., & Parker, S.	Full Text

Under Revision

Wu, K., Zhou, Y., Shi, H., Li, X., & Ran, B. (2023). Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks. IEEE Transactions on Intelligent Vehicles. (Under Revision)

Last updated: Sept. 11, 2023