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    1

    Multivariate Time Series Forecasting Model with Graph Neural Networks Incorporating Multi-scale Local and Global Information Fusion
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Guan-Hua Chen Advisor: Kai-Lung Hua
    • In multivariate time series prediction tasks, careful consideration of the interrelationships bet…
    • Clicks: 203Downloads: 0
    • Full text public date 2028/08/21 (Intranet public)
    • Full text public date 2028/08/21 (Internet public)
    • Full text public date 2028/08/21 (National library)

    2

    Domain Adaptation for Time Series Forecasting via Temporal Pattern Attention and Temporal Distribution Matching
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Chia-Yuan Hsiao Advisor: Kai-Lung Hua
    • Domain adaptation is commonly used to address the domain shift problem in the computer vision field…
    • Clicks: 182Downloads: 0
    • Full text public date 2025/08/08 (Intranet public)
    • Full text public date 2027/08/08 (Internet public)
    • Full text public date 2027/08/08 (National library)

    3

    Forecasting Time Series for Electricity Consumption Data Using Dynamic Weighted Ensemble Model
    1