Mr. FAN Jicong (樊繼聰)

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Research Output

  1. 2021
  2. Online published

    Kernel Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data

    Fan, J., Chow, T. W. S. & Qin, S. J., Jul 2022, In: IEEE Transactions on Industrial Informatics. 18, 7, p. 4477-4487 10 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 1
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  3. 2020
  4. Published

    Exactly Robust Kernel Principal Component Analysis

    Fan, J. & Chow, T. W. S., Mar 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 3, p. 749-761

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 12
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  5. Published

    Matrix Completion via Sparse Factorization Solved by Accelerated Proximal Alternating Linearized Minimization

    Fan, J., Zhao, M. & Chow, T. W. S., Jan 2020, In: IEEE Transactions on Big Data. 6, 1, p. 119-130

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

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  6. 2019
  7. Published

    Fault Detection for Rolling-Element Bearings Using Multivariate Statistical Process Control Methods

    Jin, X., Fan, J. & Chow, T. W. S., Sep 2019, In: IEEE Transactions on Instrumentation and Measurement. 68, 9, p. 3128-3136

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 28
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  8. 2018
  9. Published

    Anchored Projection Based Capped l2,1-Norm Regression for Super-Resolution

    Ma, X., Zhao, M., Zhang, Z., Fan, J. & Zhan, C., Aug 2018, PRICAI 2018: Trends in Artificial Intelligence: 15th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Geng, X. & Kang, B. (eds.). Springer, Cham, Vol. 2. p. 10-18 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence); vol. LNAI 11013).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 1
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  10. Published

    Non-linear matrix completion

    Fan, J. & Chow, T. W. S., May 2018, In: Pattern Recognition. 77, p. 378-394

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 18
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  11. Published

    Accelerated low-rank representation for subspace clustering and semi-supervised classification on large-scale data

    Fan, J., Tian, Z., Zhao, M. & Chow, T. W. S., Apr 2018, In: Neural Networks. 100, p. 39-48

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 15
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  12. Published

    Nonlinear Dimensionality Reduction for Data with Disconnected Neighborhood Graph

    Fan, J., Chow, T. W. S., Zhao, M. & Ho, J. K. L., Apr 2018, In: Neural Processing Letters. 47, 2, p. 697-716

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 6
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  13. Published

    Matrix completion by deep matrix factorization

    Fan, J. & Cheng, J., Feb 2018, In: Neural Networks. 98, p. 34-41

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 60
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  14. 2017
  15. Published

    Deep learning based matrix completion

    Fan, J. & Chow, T., 29 Nov 2017, In: Neurocomputing. 266, p. 540-549

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 37
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  16. Published

    Matrix completion by least-square, low-rank, and sparse self-representations

    Fan, J. & Chow, T. W. S., Nov 2017, In: Pattern Recognition. 71, p. 290-305

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 35
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  17. Published

    Sparse subspace clustering for data with missing entries and high-rank matrix completion

    Fan, J. & Chow, T. W. S., Sep 2017, In: Neural Networks. 93, p. 36-44

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 33
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  18. Published

    AutoEncoder based high-dimensional data fault detection system

    Fan, J., Wang, W. & Zhang, H., Jul 2017, Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics (INDIN). IEEE, p. 1001-1006 8104910

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 8
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  19. Published

    Multi-label classification for images with missing labels

    Ma, J., Fan, J. & Wang, W., Jul 2017, Proceedings - 2017 IEEE 15th International Conference on Industrial Informatics (INDIN). Institute of Electrical and Electronics Engineers Inc., p. 1050-1055 8104918. (IEEE International Conference on Industrial Informatics (INDIN); vol. 2017).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review

    Scopus citations: 1
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  20. Published

    Repetitive religious chanting modulates the late-stage brain response to fear- and stress-provoking pictures

    Gao, J., Fan, J., Wu, B. W., Halkias, G. T., Chau, M., Fung, P. C., Chang, C. & 3 others, Zhang, Z., Hung, Y. & Sik, H., 10 Jan 2017, In: Frontiers in Psychology. 7, JAN, 2055.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 6
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  21. 2014

  22. Online monitoring of nonlinear multivariate industrial processes using filtering KICA-PCA

    Fan, J., Qin, S. J. & Wang, Y., Jan 2014, In: Control Engineering Practice. 22, p. 205-216

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 85
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  23. 2013

  24. Combined indices for ICA and their applications to multivariate process fault diagnosis

    Fan, J., Wang, Y. & Qin, S. J., May 2013, In: 自动化学报/Acta Automatica Sinica. 39, 5, p. 494-501

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 24
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