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

  1. 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