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    1

    Cause Analysis of Construction Fall Hazards through Random Forest and Data Mining

    2

    Toward a Machine Learning-Driven Explanatory Multi-Level HVAC Energy Benchmarking Framework: A Case Study of Subtropical Office Buildings
    • / Department of Architecture /114/ Master
    • Author: Chang, Hsin-Jou Advisor: Pan, Chen-Yu  
    • Heating, Ventilation, and Air-Conditioning (HVAC) systems are the primary energy consumers in sub...
    • Clicks: 32Downloads: 0

    3

    Embodied Carbon Intensity Benchmarking and Prediction Tool Development for Residential Buildings
    • / Department of Architecture /114/ Master
    • Author: Lai, Yi-Ting Advisor: Tsay, Yaw-Shyan  
    • As global efforts align with the 2050 net-zero target, Whole Life Carbon Assessment (WLCA) has be...
    • Clicks: 25Downloads: 0

    4

    EUA Carbon Futures Price Forecasting via LLM Sentiment Labeling and VMD Decomposition
    • / Institute of Data Science /114/ Master
    • Author: Ku, Yi-En Advisor: Jeng, Shuen-Lin  
    • This study investigates whether news-sentiment annotations produced by Large Language Models (LLM...
    • Clicks: 13Downloads: 0
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