Cellular signaling data driven simulation-based dynamic traffic assignment and its applications to a real-world road network. - Xiqun Michael Chen; Shuaichao Zhang; Majid Zahiri (ITSC, 2016)

PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data. - Jintao Ke; Shuaichao Zhang; Hai Yang 003; Xiqun Chen (CoRR, 2018)

Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State Estimation and Prediction. - Xiqun Chen; Shuaichao Zhang; Li Li 013; Liang Li (IEEE Trans. Intell. Transp. Syst., 2019)

Network-wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition. - Shuaichao Zhang; Lingxiao Zhou; Xiqun Michael Chen; Lei Zhang 118; Li Li 013; Meng Li 017 (Comput. Aided Civ. Infrastructure Eng., 2020)

Multi-step-ahead traffic speed forecasting using multi-output gradient boosting regression tree. - Xingbin Zhan; Shuaichao Zhang; Wai Yuen Szeto; Xiqun Michael Chen (J. Intell. Transp. Syst., 2020)

Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban Network Speed Prediction. - Lingxiao Zhou; Shuaichao Zhang; Jingru Yu; Xiqun Chen (IEEE Trans. Intell. Transp. Syst., 2020)

Weakly supervised setting for learning concept prerequisite relations using multi-head attention variational graph auto-encoders. - Juntao Zhang; Hai Lan; Xiandi Yang; Shuaichao Zhang; Wei Song 006; Zhiyong Peng 001 (Knowl. Based Syst., 2022)

Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows. - Yiji Zhao; Youfang Lin; Yongkai Zhang; Haomin Wen; Yunxiao Liu; Hao Wu 010; Zhihao Wu 001; Shuaichao Zhang; Huaiyu Wan (IEEE Trans. Intell. Transp. Syst., 2022)