Prof. S Joe QIN (秦泗釗)

Research Output

  1. 2024
  2. Published

    A distributed route network planning method with congestion pricing for drone delivery services in cities

    He, X., Li, L., Mo, Y., Huang, J. & Qin, S. J., Mar 2024, In: Transportation Research Part C: Emerging Technologies. 160, 104536.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. Published

    Dynamically engineered multi-modal feature learning for predictions of office building cooling loads

    Liu, Y., Zhao, X. & Qin, S. J., 1 Feb 2024, In: Applied Energy. 355, 122183.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  4. 2023
  5. Published

    Knowledge-Informed Sparse Learning for Relevant Feature Selection and Optimal Quality Prediction

    Liu, Y. & Qin, S. J., Dec 2023, In: IEEE Transactions on Industrial Informatics. 19, 12, p. 11499-11507 9 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 1
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  6. Published

    Latent Dynamic Networked System Identification with High-Dimensional Networked Data

    Yu, J., Mo, Y. & Qin, S. J., Dec 2023, 2023 62nd IEEE Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers, Inc., p. 461-466 (Proceedings of the IEEE Conference on Decision & Control).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  7. Published

    Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections

    Mo, Y., Yu, J. & Qin, S. J., Dec 2023, 2023 62nd IEEE Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers, Inc., p. 7623-7628

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  8. Published

    A novel bidirectional DiPLS based LSTM algorithm and its application in industrial process time series prediction

    Wang, Y., Bao, D. & Qin, S. J., 15 Sept 2023, In: Chemometrics and Intelligent Laboratory Systems. 240, 104878.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  9. Published

    Attention-mechanism based DiPLS-LSTM and its application in industrial process time series big data prediction

    Wang, Y., Qian, C. & Qin, S. J., Aug 2023, In: Computers & Chemical Engineering. 176, 108296.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  10. Published

    Applying and dissecting LSTM neural networks and regularized learning for dynamic inferential modeling

    Li, J. & Qin, S. J., Jul 2023, In: Computers & Chemical Engineering. 175, 108264.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  11. Published

    Partial least squares, steepest descent, and conjugate gradient for regularized predictive modeling

    Qin, S. J., Liu, Y. & Tang, S., Apr 2023, In: AICHE Journal. 69, 4, e17992.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  12. Accepted/In press/Filed

    Method Of Controlling The Output Of An Industrial Process

    QIN, S. J. & LIU, Y., 13 Mar 2023, (Accepted/In press/Filed) Priority No. 18/183,015

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityU)

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  13. Published

    Low-Dimensional Latent State Space Identification with Application to the Shell Control Process

    Yu, J. & Qin, S. J., 2023, 2023 IEEE Conference on Control Technology and Applications (CCTA). Institute of Electrical and Electronics Engineers, Inc., p. 1004-1009 (IEEE Conference on Control Technology and Applications, CCTA ).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  14. Published

    MLPST: MLP is All You Need for Spatio-Temporal Prediction

    Zhang, Z., Huang, Z., Hu, Z., Zhao, X., Wang, W., Liu, Z., Zhang, J., & 2 othersQin, S. J. & Zhao, H., 2023, CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3381–3390 (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
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  15. 2022
  16. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 15
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  17. Published

    Extracting a low-dimensional predictable time series

    Dong, Y., Qin, S. J. & Boyd, S. P., Jun 2022, In: Optimization and Engineering. 23, 2, p. 1189–1214 26 p.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  18. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 7
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  19. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 13
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  20. 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. 17/650,089

    Research output: Patents, Agreements and AssignmentsRGC 51 - Patents (CityU)

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  21. Published

    A Novel Two-step Sparse Learning Approach for Variable Selection and Optimal Predictive Modeling

    Liu, Y. & Qin, S. J., 2022, IFAC-PapersOnLine. International Federation of Automatic Control (IFAC), Vol. 55. p. 57-64

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 5
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  22. Published

    Latent State Space Modeling of High-Dimensional Time Series with a Canonical Correlation Objective

    Yu, J. & Qin, S. J., 2022, In: IEEE Control Systems Letters. 6, p. 3469-3474

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 5
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  23. Published

    LSTM and Statistical Learning for Dynamic Inferential Modeling with Applications to a 660MW Boiler

    Li, J., Tan, P. & Qin, S. J., 2022, In: IFAC-PapersOnLine. 55, 7, p. 600-605

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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