Mr. FAN Jicong (樊繼聰)
Research Output
- 2022
- 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
- 2020
- 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. 749-761Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 20 - 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. 119-130Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2019
- 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. 3128-3136Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 33 - 2018
- 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: 4 - Published
Non-linear matrix completion
Fan, J. & Chow, T. W. S., May 2018, In: Pattern Recognition. 77, p. 378-394Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 21 - 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. 39-48Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 19 - 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. 697-716Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - Published
Matrix completion by deep matrix factorization
Fan, J. & Cheng, J., Feb 2018, In: Neural Networks. 98, p. 34-41Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 84 - 2017
- Published
Deep learning based matrix completion
Fan, J. & Chow, T., 29 Nov 2017, In: Neurocomputing. 266, p. 540-549Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 48 - 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. 290-305Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 40 - 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. 36-44Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 38 - 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 8104910Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 13 - 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 - 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, 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: 9 - 2014
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. 205-216Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 90- 2013
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. 494-501Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 25
