Fan Ding

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Long-term traffic flow prediction via spatiotemporal sequence reconstruction on highway networks.
Expert Syst. Appl.
Zhao Liu, Jingyi Wang, Huachun Tan, Fan Ding
2025 J jnl
A Fundamental-Diagram-Informed Spatial Partitioning Method for Heterogeneous Traffic Networks.
IEEE Internet Things J.
Fan Ding, Yu Zhao, Huachun Tan, Zhao Liu, Ziyuan Pu
2025 J jnl
Co-Evolving Traffic State Parameters Prediction Based on Mechanism-Data Blending Driven Deep Learning.
IEEE Trans. Intell. Transp. Syst.
Hanxuan Dong, Hailong Zhang, Fan Ding, Huachun Tan
2025 J jnl
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving.
CoRR
Xuewen Luo, Fengze Yang, Fan Ding, Xiangbo Gao, Shuo Xing, Yang Zhou, Zhengzhong Tu, Chenxi Liu
2024 J jnl
A Deep Long Short-Term Memory Network Embedded Model Predictive Control Strategies for Car-Following Control of Connected Automated Vehicles in Mixed Traffic.
IEEE Trans. Intell. Transp. Syst.
Yang Zhou, Zhen Zhang, Fan Ding, Soyoung Ahn, Keshu Wu, Bin Ran
2024 J jnl
Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction.
Expert Syst. Appl.
Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan
2022 J jnl
Platoon Trajectories Generation: A Unidirectional Interconnected LSTM-Based Car-Following Model.
IEEE Trans. Intell. Transp. Syst.
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan
2022 J jnl
Predicted Network Equilibrium Model of Electric Vehicles With Stationary and Dynamic Charging Infrastructure on the Road Network.
IEEE Intell. Transp. Syst. Mag.
Xiasen Wang, Don MacKenzie, Yang Zhou, Fan Ding
2022 J jnl
Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning.
IEEE Trans. Intell. Transp. Syst.
Hailong Zhang, Yuankai Wu, Huachun Tan, Hanxuan Dong, Fan Ding, Bin Ran
2020 J jnl
A Personalized Human Drivers' Risk Sensitive Characteristics Depicting Stochastic Optimal Control Algorithm for Adaptive Cruise Control.
IEEE Access
Jiwan Jiang, Fan Ding, Yang Zhou, Jiaming Wu, Huachun Tan
2020 — conf
Real-Time Fine-Grained Freeway Traffic State Estimation Under Sparse Observation.
ECML/PKDD (1)
Yangxin Lin, Yang Zhou, Shengyue Yao, Fan Ding, Ping Wang
2020 J jnl
Traffic Flow Prediction With Missing Data Imputed by Tensor Completion Methods.
IEEE Access
Qin Li, Huachun Tan, Yuankai Wu, Linhui Ye, Fan Ding
2019 J jnl
Evaluation of a Wi-Fi Signal Based System for Freeway Traffic States Monitoring: An Exploratory Field Test.
Sensors
Fan Ding, Xiaoxuan Chen, Shanglu He, Guangming Shou, Zhen Zhang, Yang Zhou
2019 J jnl
Platoon trajectories generation: A unidirectional interconnected LSTM-based car following model.
CoRR
Yangxin Lin, Ping Wang, Yang Zhou, Fan Ding, Chen Wang, Huachun Tan