College of Computing

Department of Data Science

Organisational unit: Academic Departments

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Projects

  1. ITF: Real Time Optimisation of Train System Energy Consumption via Integrated Service Scheduling and Train Speed Control with an Application to Hong Kong MTR 

    CHOW, A. (Principal Investigator / Project Coordinator), AU-YEUNG, C. Y. H. (Co-Investigator), LAI, S. (Co-Investigator), LAM, R.C.-M. (Co-Investigator), TSANG, M.Y.-C. (Co-Investigator) & ZHANG, Z. (Co-Investigator)

    1/04/21 → 31/03/23

    Project: Research

  2. DON_RMG: Machine Learning based Methods for Predicting the Stress-strain Curve of Elastomer Materials - RMGS

    DONG, Y. (Principal Investigator / Project Coordinator)

    1/03/21 → 29/05/23

    Project: Research

  3. GRF: Generative Models of Multivariate Dependence for Asset Returns

    WU, Q. (Principal Investigator / Project Coordinator)

    1/01/21 → …

    Project: Research

  4. GRF: Hierarchical Modeling of Directed Acyclic Graphs: Estimation, Selection and Asymptotics

    WANG, J. (Principal Investigator / Project Coordinator)

    1/01/21 → 1/08/22

    Project: Research

  5. ECS: Representation Learning for Subset Generation

    YANG, Y. (Principal Investigator / Project Coordinator)

    1/01/21 → 11/03/25

    Project: Research

  6. NSFC-SRI: 基于多维数据特征深度提取的可再生能源出力预测研究

    ZHANG, Z. (Principal Investigator / Project Coordinator)

    1/01/21 → 31/12/23

    Project: Research

  7. NSFC-SRI: 大数据驱动的流程工业过程异常工况智能诊断与自愈控制

    刘强 (Main Project Coordinator [External]), QIN, S. J. (Principal Investigator / Project Coordinator), 刘长鑫 (Co-Investigator), 刘卓 (Co-Investigator), 吴高昌 (Co-Investigator), 崔靖涵 (Co-Investigator), 张立岩 (Co-Investigator), 张丹威 (Co-Investigator) & 徐泉 (Co-Investigator)

    1/01/21 → …

    Project: Research

  8. HMRF: Modelling of Hong Kong COVID-19 Control Strategies Considering Different Population Immunity Scenarios

    YUAN, H.-Y. S. (Principal Investigator / Project Coordinator), PFEIFFER, D. U. (Co-Investigator), QIN, S. J. (Co-Investigator), WANG, X. (Co-Investigator) & ZHANG, Q. (Co-Investigator)

    1/11/20 → 24/04/24

    Project: Research

  9. GRF: Optimizing Energy-Efficient Timely Transportation for Long-Haul Heavy-Duty Trucks: Dynamic Speed Planning and Opportunistic Driving

    CHEN, M. (Principal Investigator / Project Coordinator)

    1/11/20 → 7/10/24

    Project: Research

  10. NSFC-SRI: 重大传染病疫情传播的时空计量建模与风险预测

    ZHANG, Q. (Principal Investigator / Project Coordinator)

    1/04/20 → 1/04/21

    Project: Research

  11. GRF: Data Intelligence & Fuel Efficiency: A Data-Driven Approach to Manage Uncertainties in Flight Fuel Planning for Airlines

    LI, L. (Principal Investigator / Project Coordinator) & HE, Q. (Co-Investigator)

    1/01/20 → 28/12/23

    Project: Research

  12. GRF: Latent Factor Modeling of Large-Scale Directed Networks with Covariates and Structures

    WANG, J. (Principal Investigator / Project Coordinator)

    1/01/20 → 1/08/22

    Project: Research

  13. GRF: Learning Theory of Deep Structured Neural Networks

    ZHOU, X. (Principal Investigator / Project Coordinator)

    1/01/20 → 28/12/23

    Project: Research

  14. GRF: Multiobjective Robust Parameter Design with Kernel Density Estimator of Noise Distribution Based on Computer Experiments

    TAN, M.H.-Y. (Principal Investigator / Project Coordinator)

    1/01/20 → 13/06/24

    Project: Research

  15. GRF: Multi-Timescale Modeling for Optimizing Battery Management Systems in Electric Vehicles

    ZHANG, Z. (Principal Investigator / Project Coordinator), TSUI, K. L. (Co-Investigator) & YANG, F. (Co-Investigator)

    1/01/20 → 27/06/24

    Project: Research

  16. GRF: Risk-Potential Framework for Dynamic Portfolio Selection

    WU, Q. (Principal Investigator / Project Coordinator) & QIAO, X. (Co-Investigator)

    1/01/20 → 28/12/23

    Project: Research

  17. NSFC-SRI: 抑郁症患者在线行为建模及其抑郁严重程度预测

    ZHANG, Q. (Principal Investigator / Project Coordinator)

    1/01/20 → 14/12/23

    Project: Research

  18. SZGov-SRI: 研究生实习经费

    ZHANG, Q. (Principal Investigator / Project Coordinator)

    1/01/20 → 31/12/22

    Project: Research

  19. HMRF: A High-dimensional Machine Learning Approach to the Individualized Prediction of Hospital Readmissions for the Elederly with Chronic Diseases

    ZHANG, Q. (Principal Investigator / Project Coordinator)

    1/04/19 → 14/06/22

    Project: Research

  20. GRF: A Collaborative Data-driven Methodology for Improving Wind Farm Operations and Maintenance

    ZHANG, Z. (Principal Investigator / Project Coordinator)

    1/01/19 → 7/06/23

    Project: Research

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