| Grelen: Multivariate time series anomaly detection from the perspective of graph relational learning W Zhang, C Zhang, F Tsung Proceedings of the Thirty-First International Joint Conference on Artificial …, 2022 | 72 | 2022 |
| 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 | 68 | 2020 |
| 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 | 56 | 2018 |
| 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 | 44 | 2020 |
| Dynamic multivariate functional data modeling via sparse subspace learning C Zhang, H Yan, S Lee, J Shi Technometrics 63 (3), 370-383, 2021 | 43 | 2021 |
| 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 | 43 | 2018 |
| 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 | 36 | 2021 |
| Spatial rank-based high-dimensional monitoring through random projection C Zhang, N Chen, J Wu Journal of Quality Technology 52 (2), 111-127, 2020 | 34 | 2020 |
| Dynamic causal graph convolutional network for traffic prediction J Lin, Z Li, Z Li, L Bai, R Zhao, C Zhang 19th IEEE International Conference on Automation Science and Engineering …, 2023 | 31 | 2023 |
| Individualized passenger travel pattern multi-clustering based on graph regularized tensor latent dirichlet allocation Z Li, H Yan, C Zhang, F Tsung Data Mining and Knowledge Discovery 36 (4), 1247-1278, 2022 | 28 | 2022 |
| 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 | 24 | 2016 |
| 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 | 19 | 2019 |
| Transformer Based Spatial-Temporal Fusion Network for Metro Passenger Flow Forecasting W Zhang, C Zhang, F Tsung 2021 IEEE 17th International Conference on Automation Science and …, 2021 | 17 | 2021 |
| A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling J Guo, H Yan, C Zhang Technometrics 65 (2), 179-191, 2023 | 16 | 2023 |
| MM-DAG: Multi-task DAG Learning for Multi-modal Data--with Application for Traffic Congestion Analysis T Lan, Z Li, Z Li, L Bai, M Li, F Tsung, W Ketter, R Zhao, C Zhang KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge …, 2023 | 15 | 2023 |
| State space modeling of autocorrelated multivariate Poisson counts C Zhang, N Chen, Z Li IISE Transactions 49 (5), 518-531, 2017 | 15 | 2017 |
| Modeling of discharge voltage for lithium-ion batteries through orthogonal experiments at subzero environment H Meng, YF Li, C Zhang Journal of Energy Storage 52, 105058, 2022 | 14 | 2022 |
| Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach C Zhang, B Zheng, F Tsung Data Mining and Knowledge Discovery 37 (3), 1154-1208, 2023 | 13 | 2023 |
| In-profile monitoring for cluster-correlated data in advanced manufacturing system P Liu, J Du, Y Zang, C Zhang, K Wang Journal of Quality Technology 55 (2), 195-219, 2023 | 7 | 2023 |
| Monitoring Heterogeneous Multivariate Profiles Based on Heterogeneous Graphical Model H Wu, C Zhang, YF Li Technometrics 64 (2), 210-223, 2022 | 7 | 2022 |