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Jicong Fan
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Publications
- 2022
- [j15]Jicong Fan, Tommy W. S. Chow, S. Joe Qin:
Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. IEEE Trans. Ind. Informatics 18(7): 4477-4487 (2022) - 2020
- [j11]Jicong Fan, Mingbo Zhao, Tommy W. S. Chow:
Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization. IEEE Trans. Big Data 6(1): 119-130 (2020) - [j10]Jicong Fan, Tommy W. S. Chow:
Exactly Robust Kernel Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 31(3): 749-761 (2020) - 2019
- [j9]Xiaohang Jin, Jicong Fan, Tommy W. S. Chow:
Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods. IEEE Trans. Instrum. Meas. 68(9): 3128-3136 (2019) - 2018
- [j7]Jicong Fan, Zhaoyang Tian, Mingbo Zhao, Tommy W. S. Chow:
Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data. Neural Networks 100: 39-48 (2018) - [j6]Jicong Fan, Tommy W. S. Chow, Mingbo Zhao, John K. L. Ho:
Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph. Neural Process. Lett. 47(2): 697-716 (2018) - [j5]Jicong Fan, Tommy W. S. Chow:
Non-linear matrix completion. Pattern Recognit. 77: 378-394 (2018) - [i1]Jicong Fan, Tommy W. S. Chow:
Exactly Robust Kernel Principal Component Analysis. CoRR abs/1802.10558 (2018) - 2017
- [j4]Jicong Fan, Tommy W. S. Chow:
Deep learning based matrix completion. Neurocomputing 266: 540-549 (2017) - [j3]Jicong Fan, Tommy W. S. Chow:
Sparse subspace clustering for data with missing entries and high-rank matrix completion. Neural Networks 93: 36-44 (2017) - [j2]Jicong Fan, Tommy W. S. Chow:
Matrix completion by least-square, low-rank, and sparse self-representations. Pattern Recognit. 71: 290-305 (2017)
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