Chen Zhang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Convolutional Network

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Jiuyun Hu, Ziyue Li, Chen Zhang, Fugee Tsung, Hao Yan
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling. CoRR (2024)
Xiaochuan Gou, Ziyue Li, Tian Lan, Junpeng Lin, Zhishuai Li, Bingyu Zhao, Chen Zhang, Di Wang, Xiangliang Zhang
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More. CoRR (2024)
Xuming An, Pengchang Li, Chen Zhang
Deep Cascade-Learning Model via Recurrent Attention for Immunofixation Electrophoresis Image Analysis. IEEE Trans. Medical Imaging 42 (12) (2023)
Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung
Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering. CoRR (2023)
Xing Yang, Hui Cao, Chen Zhang
A Cluster-Oriented Bayesian Network Approach for Mixed-Type Event Prediction With Application in Order Logistics. IEEE Trans. Ind. Informatics 19 (10) (2023)
Chen Zhang, Baihua Zheng, Fugee Tsung
Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach. Data Min. Knowl. Discov. 37 (3) (2023)
Wanshan Li, Chen Zhang
A Hidden Markov Model for Condition Monitoring of Time Series Data in Complex Network Systems. IEEE Trans. Reliab. 72 (4) (2023)
Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang
MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis. KDD (2023)
Jie Guo, Hao Yan, Chen Zhang
A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling. Technometrics 65 (2) (2023)
Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang
Dynamic Causal Graph Convolutional Network for Traffic Prediction. CASE (2023)
Xing Yang, Chen Zhang, Baihua Zheng
Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation. Data Min. Knowl. Discov. 36 (4) (2022)
Chen Zhang, Jun Long Lim, Ouyang Liu, Aayush Madan, Yongwei Zhu, Shili Xiang, Kai Wu, Rebecca Yen-Ni Wong, Eugene Phua Jiliang, Karan M. Sabnani, Keng Boon Siah, Wenyu Jiang, Yixin Wang, Emily Hao Jianzhong, Steven C. H. Hoi
A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng, Fugee Tsung
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach. ECML/PKDD (1) (2021)
Weiqi Zhang, Chen Zhang, Fugee Tsung
Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting. CASE (2021)
Chen Zhang, Steven C. H. Hoi, Fugee Tsung
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. CoRR (2020)
Jie Guo, Hao Yan, Chen Zhang, Steven C. H. Hoi
Partially Observable Online Change Detection via Smooth-Sparse Decomposition. CoRR (2020)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction. AAAI (2020)
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung
Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile. IEEE Robotics Autom. Lett. 5 (4) (2020)
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction. CoRR (2019)
Chen Zhang, Steven C. H. Hoi
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach. AAAI (2019)
Rui Wang, Nan Chen, Chen Zhang
Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping. IEEM (2018)
Chen Zhang, Nan Chen
Statistical Analysis of Simulation Output from Parallel Computing. ACM Trans. Model. Comput. Simul. 28 (3) (2018)
Chen Zhang, Nan Chen
Statistical monitoring of longitudinal categorical survey data. IEEM (2015)
Chen Zhang, Nan Chen
Robust on-line monitoring for univariate processes based on two sample goodness-of-fit test. IEEM (2014)