Machine Learning Approach to Decomposing Arterial Travel Time Using a Hidden Markov Model with Genetic Algorithm. - Shu Yang; Ming Chen; Yao-Jan Wu; Chengchuan An (J. Comput. Civ. Eng., 2018)

Real-time queue length estimation using event-based advance detector data. - Chengchuan An; Yao-Jan Wu; Jingxin Xia; Wei Huang (J. Intell. Transp. Syst., 2018)

Learn, Assign, and Search: Real-Time Estimation of Dynamic Origin-Destination Flows Using Machine Learning Algorithms. - Jishun Ou; Jiawei Lu; Jingxin Xia; Chengchuan An; Zhenbo Lu (IEEE Access, 2019)

A Parameter-free Nonconvex Low-rank Tensor Completion Model for Spatiotemporal Traffic Data Recovery. - Yang He; Yuheng Jia; Liyang Hu; Chengchuan An; Zhenbo Lu; Jingxin Xia (CoRR, 2022)

Lane-Based Traffic Arrival Pattern Estimation Using License Plate Recognition Data. - Chengchuan An; Xiaoyu Guo 006; Rongrong Hong; Zhenbo Lu; Jingxin Xia (IEEE Intell. Transp. Syst. Mag., 2022)

Feedback Linearization-Based Perimeter Controllers for Oversaturated Regions. - Qian Chen 017; Shihua Li 001; Chengchuan An; Jingxin Xia; Wenming Rao (IEEE Intell. Transp. Syst. Mag., 2022)

Hidden Mixture Vehicle Discharge State Inference at Signalized Intersection Using Vehicle Travel Time and Discharge Headway Data. - Chengchuan An; Haoliang Shen; Yueru Xu; Zhenbo Lu; Jingxin Xia (IEEE Trans. Intell. Transp. Syst., 2022)

Bayesian Network Learning Framework for Travel Mode Identification Based on Cellular Signaling Data. - Min Wang; Huan Liu; Jing He; Chengchuan An; Jingxin Xia; Zhenbo Lu (ITSC, 2023)

Characterizing the Uncertainty of Link Progression Speed Using Low-Frequency Probe Vehicle Data. - Chengchuan An; Yang He; Lin Sun; Weifeng Wang; Jingxin Xia (IEEE Trans. Intell. Transp. Syst., 2023)

Traffic Origin-Destination Flow-Inspired Dynamic Urban Arterial Partition for Coordinated Signal Control Using Automatic License Plate Recognition Data. - Siping Ke; Yinpu Wang; Chengchuan An; Zhenbo Lu; Jingxin Xia (IEEE Intell. Transp. Syst. Mag., 2024)

Efficient and Robust Freeway Traffic Speed Estimation Under Oblique Grid Using Vehicle Trajectory Data. - Yang He; Chengchuan An; Yuheng Jia; Jiachao Liu; Zhenbo Lu; Jingxin Xia (IEEE Trans. Intell. Transp. Syst., 2024)

An Integrated Intra-View and Inter-View Framework for Multiple Traffic Variable Data Simultaneous Recovery. - Yang He; Yuheng Jia; Yunqing Jia; Chengchuan An; Zhenbo Lu; Jingxin Xia (IEEE Trans. Intell. Transp. Syst., 2024)

Bayesian Deep Learning Approach for Real-Time Lane-Based Arrival Curve Reconstruction at Intersection Using License Plate Recognition Data. - Yang He; Chengchuan An; Jiawei Lu; Yao-Jan Wu; Zhenbo Lu; Jingxin Xia (IEEE Trans. Intell. Transp. Syst., 2025)