Shuaichao Zhang

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 8

Top Topics

Imbalanced Data

Empirical Mode Decomposition

Weakly Supervised

Top Venues

IEEE Trans. Intell. Transp. Syst.

J. Intell. Transp. Syst.

Publications

Juntao Zhang, Hai Lan, Xiandi Yang, Shuaichao Zhang, Wei Song, Zhiyong Peng
Weakly supervised setting for learning concept prerequisite relations using multi-head attention variational graph auto-encoders. Knowl. Based Syst. 247 (2022)
Yiji Zhao, Youfang Lin, Yongkai Zhang, Haomin Wen, Yunxiao Liu, Hao Wu, Zhihao Wu, Shuaichao Zhang, Huaiyu Wan
Traffic Inflow and Outflow Forecasting by Modeling Intra- and Inter-Relationship Between Flows. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Xingbin Zhan, Shuaichao Zhang, Wai Yuen Szeto, Xiqun Michael Chen
Multi-step-ahead traffic speed forecasting using multi-output gradient boosting regression tree. J. Intell. Transp. Syst. 24 (2) (2020)
Lingxiao Zhou, Shuaichao Zhang, Jingru Yu, Xiqun Chen
Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban Network Speed Prediction. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Shuaichao Zhang, Lingxiao Zhou, Xiqun Michael Chen, Lei Zhang, Li Li, Meng Li
Network-wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition. Comput. Aided Civ. Infrastructure Eng. 35 (10) (2020)
Xiqun Chen, Shuaichao Zhang, Li Li, Liang Li
Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State Estimation and Prediction. IEEE Trans. Intell. Transp. Syst. 20 (4) (2019)
Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen
PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data. CoRR (2018)
Xiqun Michael Chen, Shuaichao Zhang, Majid Zahiri
Cellular signaling data driven simulation-based dynamic traffic assignment and its applications to a real-world road network. ITSC (2016)