Prof. S Joe QIN (秦泗釗)
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
Scopus citations: 1 - Online published
Latent State Space Modeling of High-Dimensional Time Series with a Canonical Correlation Objective
Yu, J. & Qin, S. J., 16 Jun 2022, (Online published) In: IEEE Control Systems Letters.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Latent vector autoregressive modeling and feature analysis of high dimensional and noisy data from dynamic systems
Qin, S. J., Jun 2022, In: AICHE Journal. 68, 6, e17703.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Fault diagnosis of dynamic processes with reconstruction and magnitude profile estimation for an industrial application
Liu, Q., Song, B., Ding, X. & Qin, S. J., Apr 2022, In: Control Engineering Practice. 121, 105008.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Accepted/In press/Filed
A METHOD OF KNOWLEDGE-INFORMED LEARNING FOR RELEVANT VARIABLE SELECTION AND OPTIMAL PREDICTION OF KEY INDICES
QIN, S. J. & LIU, Y., 16 Mar 2022, (Accepted/In press/Filed) Priority No. 63/320,624Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- Accepted/In press/Filed
Methods for Online Peak-Demand Reduction of Large-Load Users with Energy Storage Discharging
CHEN, M., LIN, Q., MO, Y. & QIN, S. J., 7 Feb 2022, (Accepted/In press/Filed) Priority No. 17/650,089Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- 2021
- Accepted/In press/Filed
Latent Vector AR Modeling and Feature Analysis of Data with Reduced Dynamic Dimensions
QIN, S. J., 14 Dec 2021, (Accepted/In press/Filed) Priority No. 17/644,114Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- Published
A Non-iterative Partial Least Squares Algorithm for Supervised Learning with Collinear Data
Qin, S. J., Dec 2021, 2021 60th IEEE Conference on Decision and Control (CDC). IEEE, p. 3683-3688 (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Guest Editorial: Industrial Artificial Intelligence for Smart Manufacturing
Yang, T., Ding, J., G. Vamvoudakis, K. & Qin, S. J., Dec 2021, In: IEEE Transactions on Industrial Informatics. 17, 12, p. 8319-8323Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › Editorial Preface
- Published
Latent Vector Autoregressive Modeling for Reduced Dimensional Dynamic Feature Extraction and Prediction
Qin, S. J., Dec 2021, 2021 60th IEEE Conference on Decision and Control (CDC). IEEE, p. 3689-3694 (Proceedings of the IEEE Conference on Decision and Control).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
A stable Lasso algorithm for inferential sensor structure learning and parameter estimation
Qin, S. J. & Liu, Y., Nov 2021, In: Journal of Process Control. 107, p. 70-82Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Integration of process knowledge and statistical learning for the Dow data challenge problem
Joe Qin, S., Guo, S., Li, Z., Chiang, L. H., Castillo, I., Braun, B. & Wang, Z., Oct 2021, In: Computers and Chemical Engineering. 153, 107451.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Plant-wide troubleshooting and diagnosis using dynamic embedded latent feature analysis
Qin, S. J., Liu, Y. & Dong, Y., Sep 2021, In: Computers and Chemical Engineering. 152, 107392.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Accepted/In press/Filed
Method of Stable Lasso Model Structure Learning to Build Inferential Sensors
QIN, S. J. & LIU, Y., 13 Jul 2021, (Accepted/In press/Filed) Priority No. 17/374,563Research output: Patents, Agreements and Assignments (RGC: 51, 52, 53) › 51_Patents granted (CityU only, data source from KTO)
- Published
Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage
Mo, Y., Lin, Q., Chen, M. & Qin, S. J., Jun 2021, e-Energy '21 - Proceedings of the Twelfth ACM International Conference on Future Energy Systems. Association for Computing Machinery, p. 73-83 11 p. (e-Energy 2021 - Proceedings of the 2021 12th ACM International Conference on Future Energy Systems).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Online published
Extracting a low-dimensional predictable time series
Dong, Y., Qin, S. J. & Boyd, S. P., 28 May 2021, (Online published) In: Optimization and Engineering. 26 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Adaptive dynamic predictive monitoring scheme based on DLV models
Dong, Y. & Qin, S. J., 2021, 19th IFAC Symposium on System Identification SYSID 2021: Padova, Italy, 13-16 July 2021. Pillonetto, G. (ed.). ELSEVIER, p. 91-96 (IFAC-PapersOnLine; vol. 54, no. 7).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Optimal peak-minimizing online algorithms for large-load users with energy storage
Mo, Y., Lin, Q., Chen, M. & Qin, S. J., 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications (INFOCOM WKSHPS). IEEE, 9484511. (IEEE INFOCOM - IEEE Conference on Computer Communications, INFOCOM).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
Stable Lasso for Model Structure Learning of Inferential Sensor Modeling
Qin, S. J. & Liu, Y., 2021, 19th IFAC Symposium on System Identification SYSID 2021: Padova, Italy, 13-16 July 2021. Pillonetto, G. (ed.). ELSEVIER, p. 228-233 (IFAC-PapersOnLine; vol. 54, no. 7).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- 2020
- Published
Dynamic Weighted Canonical Correlation Analysis for Auto-Regressive Modeling
Zhu, Q., Liu, Q. & Qin, S. J., Nov 2020, In: IFAC-PapersOnLine. 53, 2, p. 200-205Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1
