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Chen Zhang
Chen Zhang
Verified email at tsinghua.edu.cn - Homepage
Title
Cited by
Cited by
Year
Weakly correlated profile monitoring based on sparse multi-channel functional principal component analysis
C Zhang, H Yan, S Lee, J Shi
IISE Transactions 50 (10), 878-891, 2018
262018
Tensor completion for weakly-dependent data on graph for metro passenger flow prediction
Z Li, ND Sergin, H Yan, C Zhang, F Tsung
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4804-4810, 2020
242020
Multiple profiles sensor-based monitoring and anomaly detection
C Zhang, H Yan, S Lee, J Shi
Journal of Quality Technology 50 (4), 344-362, 2018
172018
Dynamic multivariate functional data modeling via sparse subspace learning
C Zhang, H Yan, S Lee, J Shi
Technometrics, 1-14, 2020
162020
Robust multivariate control chart based on goodness-of-fit test
C Zhang, N Chen, C Zou
Journal of Quality Technology 48 (2), 139-161, 2016
142016
Spatial rank-based high-dimensional monitoring through random projection
C Zhang, N Chen, J Wu
Journal of Quality Technology 52 (2), 111-127, 2020
122020
Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation
X Xian, C Zhang, S Bonk, K Liu
Journal of Quality Technology 53 (2), 135-153, 2021
112021
Long-short term spatiotemporal tensor prediction for passenger flow profile
Z Li, H Yan, C Zhang, F Tsung
IEEE Robotics and Automation Letters 5 (4), 5010-5017, 2020
72020
Partially observable multi-sensor sequential change detection: A combinatorial multi-armed bandit approach
C Zhang, SCH Hoi
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5733-5740, 2019
72019
Statistical analysis of simulation output from parallel computing
C Zhang, N Chen
ACM Transactions on Modeling and Computer Simulation (TOMACS) 28 (3), 1-22, 2018
22018
Time-Warped Sparse Non-negative Factorization for Functional Data Analysis
C Zhang, SCH Hoi, F Tsung
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (6), 1-23, 2020
12020
Clustering Subway Station Arrival Patterns Using Weighted Dynamic Time Warping
R Wang, N Chen, C Zhang
2018 IEEE International Conference on Industrial Engineering and Engineering …, 2018
12018
Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach
B He, S Li, C Zhang, B Zheng, F Tsung
1*
A Data-Driven Method for Online Monitoring Tube Wall Thinning Process in Dynamic Noisy Environment
C Zhang, JL Lim, O Liu, A Madan, Y Zhu, S Xiang, K Wu, RYN Wong, ...
IEEE Transactions on Automation Science and Engineering, 2021
2021
Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data
X Tian, C Zhang, B Zheng
arXiv preprint arXiv:2009.02880, 2020
2020
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Articles 1–15