Journal and Conference Publications

Published

2024

Title Journal/Conference Author Link
Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer arXiv preprint You, J., Chen, Y., Jiang, Z., Liu, Z., Huang, Z., Ding, Y., & Ran, B. Full Text
Truck Parking Usage Prediction with Decomposed Graph Neural Networks arXiv preprint Tamaru, R., Cheng, Y., Parker, S., Perry, E., Ran, B., & Ahn, S. Full Text

2023

Title Journal/Conference Author Link
Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction Using Diffusion Graph Convolutional Networks IEEE Transactions on Intelligent Vehicles Wu, K., Zhou, Y., Shi, H., Li, X., & Ran, B. Full Text
Architecture design of a vehicle–road-cloud collaborative automated driving system Urban Lifeline Ran, B., Zheng, Y., Luo, K., Ma, H., Rui, Y., Li, L., Li, X., Hu, J., & Hu Y. Full Text
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 Wu, K., Cheng, Y., Parker, S., Ran B., & Noyce, D. Full Text
Snowflake Schema-Based Data Warehouse for Analyzing Crash, Citation, and Warning Traffic Safety Records International Conference on Transportation and Development 2023 Fu, S., Parker, S., & Bill, A. 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 Tamaru, R., Cheng, Y., Parker, S., Perry, E., Ran, B., & Ahn, S. Full Text
Stochastic capacity analysis for a distributed connected automated vehicle virtual car-following control strategy Transportation Research Part C: Emerging Technologies Chen, T., Gong, S., Wang, M., Wang, X., Zhou, Y., & Ran, B. 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

 

Last updated: Feb 02, 2024