Dr. LIU Yiren (劉乙人)

Research Output

  1. 2024
  2. 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

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  3. 2023
  4. 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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  5. 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: 2
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  6. 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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  7. 2022
  8. 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: 3
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  9. 2021
  10. 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. 70-82

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

    Scopus citations: 7
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  11. 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. 17/374,563

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

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  12. 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 WorksRGC 32 - Refereed conference paper (with host publication)peer-review

    Scopus citations: 1
    Check@CityULib