College, Schools and Academic Departments

School of Data Science

Organisational unit: Academic Departments

Student Theses

  1. 2024
  2. Data-efficient Deep Learning Frameworks for Renewable Power Predictions

    Author: LIU, H., 9 Jan 2024

    Supervisor: ZHANG, Z. (Supervisor)

    Student thesis: Doctoral Thesis

  3. 2023
  4. Functional Neural Networks

    Author: SONG, L., 28 Dec 2023

    Supervisor: CHEN, D. (External person) (External Supervisor) & ZHOU, X. (Supervisor)

    Student thesis: Doctoral Thesis

  5. Policy Optimization for Complex Systems

    Author: WANG, Q., 27 Dec 2023

    Supervisor: LI, D. (Supervisor), HO, C. P. (Supervisor) & WU, Q. (Co-supervisor)

    Student thesis: Doctoral Thesis

  6. Improved and Knowledge-informed Lasso Family Statistical Learning with Applications

    Author: LIU, Y., 23 Nov 2023

    Supervisor: Li, L. (Supervisor) & QIN, S. J. (Co-supervisor)

    Student thesis: Doctoral Thesis

  7. Causal Machine Learning with Doubly Robust Estimation and Moderate Representation Balancing

    Author: HUANG, Y., 22 Nov 2023

    Supervisor: WU, Q. (Supervisor)

    Student thesis: Doctoral Thesis

  8. Machine Fault Diagnosis Based on Causality Inspired Learning

    Author: MO, Z., 18 Oct 2023

    Supervisor: ZHANG, Z. (Supervisor) & TSUI, K. L. (Co-supervisor)

    Student thesis: Doctoral Thesis

  9. Efficient Learning of Causal Networks

    Author: ZHOU, W., 5 Oct 2023

    Supervisor: Zhong, W. (External person) (External Supervisor), LI, X. (Supervisor) & WANG, J. (Supervisor)

    Student thesis: Doctoral Thesis

  10. Route Network Planning Methods for Drone Delivery Services in Cities

    Author: HE, X., 3 Oct 2023

    Supervisor: Li, L. (Supervisor)

    Student thesis: Doctoral Thesis

  11. Deep Learning Methods for Computer-Aided Image-Based Medical Diagnosis

    Author: CHEN, L., 14 Aug 2023

    Supervisor: ZHANG, Z. (Supervisor)

    Student thesis: Doctoral Thesis

  12. Data-driven Methods for Lithium-ion Battery Health Prognostics

    Author: FEI, Z., 10 Aug 2023

    Supervisor: ZHANG, Z. (Supervisor) & TSUI, K. L. (Co-supervisor)

    Student thesis: Doctoral Thesis

  13. Knowledge-based Decision-making and Services

    Author: XU, J., 7 Aug 2023

    Supervisor: LI, D. (Supervisor), AN, X. (External person) (External Supervisor) & WU, Q. (Supervisor)

    Student thesis: Doctoral Thesis

  14. Statistical Deep Learning For Assets Forecast

    Author: LI, D., 3 Aug 2023

    Supervisor: Chen, M. (External person) (External Supervisor) & WU, Q. (Supervisor)

    Student thesis: Doctoral Thesis

  15. Tensor CP Decomposition and Its Applications

    Author: ZHEN, Y., 3 Aug 2023

    Supervisor: WANG, J. (Supervisor) & LI, X. (Supervisor)

    Student thesis: Doctoral Thesis

  16. Retail Shelf Space and Location Allocation Problems and Related Optimization Algorithms

    Author: ZHENG, L., 31 Jul 2023

    Supervisor: Wu, F. (External person) (External Supervisor), ZHANG, Z. (Supervisor) & CHIN, K. S. (Co-supervisor)

    Student thesis: Doctoral Thesis

  17. The Traffic Crash Data Analyses and Cause Identifications Based on Crash Narratives

    Author: ZHOU, H., 19 Jul 2023

    Supervisor: ZHANG, Q. (Supervisor) & HUANG, H. (External person) (External Supervisor)

    Student thesis: Doctoral Thesis

  18. Biological Network-based Interpretable Deep Learning Approaches to Drug Discovery

    Author: YANG, J., 29 Jun 2023

    Supervisor: ZHANG, Q. (Supervisor)

    Student thesis: Doctoral Thesis

  19. Human Interaction Modelling for Infectious Disease Epidemic Control

    Author: YE, Y., 27 Jun 2023

    Supervisor: ZHANG, Q. (Supervisor)

    Student thesis: Doctoral Thesis

  20. Deep Learning Powered Wind Farm Data Analytics

    Author: YANG, L., 31 Jan 2023

    Supervisor: ZHANG, Z. (Supervisor)

    Student thesis: Doctoral Thesis

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