Chen Zhang

According to our database, Chen Zhang authored at least 25 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Hidden Markov Model for Condition Monitoring of Time Series Data in Complex Network Systems.

Wanshan Li, Chen Zhang

IEEE Trans. Reliab., December, 2023

Deep Cascade-Learning Model via Recurrent Attention for Immunofixation Electrophoresis Image Analysis.

Xuming An, Pengchang Li, Chen Zhang

IEEE Trans. Medical Imaging, December, 2023

A Cluster-Oriented Bayesian Network Approach for Mixed-Type Event Prediction With Application in Order Logistics.

Xing Yang, Hui Cao, Chen Zhang

IEEE Trans. Ind. Informatics, October, 2023

Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach.

Chen Zhang, Baihua Zheng, Fugee Tsung

Data Min. Knowl. Discov., May, 2023

A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling.

Jie Guo, Hao Yan, Chen Zhang

Technometrics, April, 2023

Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering.

Ziyue Li, Hao Yan, Chen Zhang, Andi Wang, Wolfgang Ketter, Lijun Sun, Fugee Tsung

CoRR, 2023

MM-DAG: Multi-task DAG Learning for Multi-modal Data - with Application for Traffic Congestion Analysis.

Tian Lan, Ziyue Li, Zhishuai Li, Lei Bai, Man Li, Fugee Tsung, Wolfgang Ketter, Rui Zhao, Chen Zhang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering.

Ziyue Li, Hao Yan, Chen Zhang, Wolfgang Ketter, Fugee Tsung

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

Dynamic Causal Graph Convolutional Network for Traffic Prediction.

Junpeng Lin, Ziyue Li, Zhishuai Li, Lei Bai, Rui Zhao, Chen Zhang

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization.

Xing Yang, Chen Zhang, Baihua Zheng

ACM Trans. Knowl. Discov. Data, 2022

A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment.

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

IEEE Trans Autom. Sci. Eng., 2022

Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation.

Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung

Data Min. Knowl. Discov., 2022

GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning.

Weiqi Zhang, Chen Zhang, Fugee Tsung

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach.

Bingjie He, Shukai Li, Chen Zhang, Baihua Zheng, Fugee Tsung

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting.

Weiqi Zhang, Chen Zhang, Fugee Tsung

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020

Time-Warped Sparse Non-negative Factorization for Functional Data Analysis.

Chen Zhang, Steven C. H. Hoi, Fugee Tsung

ACM Trans. Knowl. Discov. Data, 2020

Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile.

Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung

IEEE Robotics Autom. Lett., 2020

Partially Observable Online Change Detection via Smooth-Sparse Decomposition.

Jie Guo, Hao Yan, Chen Zhang, Steven C. H. Hoi

CoRR, 2020

Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data.

Xiancai Tian, Chen Zhang, Baihua Zheng

CoRR, 2020

Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction.

Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach.

Chen Zhang, Steven C. H. Hoi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Statistical Analysis of Simulation Output from Parallel Computing.

Chen Zhang, Nan Chen

ACM Trans. Model. Comput. Simul., 2018

Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping.

Rui Wang, Nan Chen, Chen Zhang

Proceedings of the 2018 IEEE International Conference on Industrial Engineering and Engineering Management, 2018

2015

Statistical monitoring of longitudinal categorical survey data.

Chen Zhang, Nan Chen

Proceedings of the 2015 IEEE International Conference on Industrial Engineering and Engineering Management, 2015

2014

Robust on-line monitoring for univariate processes based on two sample goodness-of-fit test.

Chen Zhang, Nan Chen

Proceedings of the 2014 IEEE International Conference on Industrial Engineering and Engineering Management, 2014