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1
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Cause Analysis of Construction Fall Hazards through Random Forest and Data Mining
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Department of Civil Engineering
/114/ Master
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Author:
Huang, Ting-Hsiang
Advisor:
Pan, Nang-Fei
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The construction industry consistently records the highest incidence of major occupational accide...
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Clicks: 58
Downloads: 0
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2
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Toward a Machine Learning-Driven Explanatory Multi-Level HVAC Energy Benchmarking Framework: A Case Study of Subtropical Office Buildings
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Department of Architecture
/114/ Master
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Author:
Chang, Hsin-Jou
Advisor:
Pan, Chen-Yu
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Heating, Ventilation, and Air-Conditioning (HVAC) systems are the primary energy consumers in sub...
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Clicks: 32
Downloads: 0
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3
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Embodied Carbon Intensity Benchmarking and Prediction Tool Development for Residential Buildings
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Department of Architecture
/114/ Master
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Author:
Lai, Yi-Ting
Advisor:
Tsay, Yaw-Shyan
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As global efforts align with the 2050 net-zero target, Whole Life Carbon Assessment (WLCA) has be...
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Clicks: 25
Downloads: 0
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4
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EUA Carbon Futures Price Forecasting via LLM Sentiment Labeling and VMD Decomposition
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Institute of Data Science
/114/ Master
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Author:
Ku, Yi-En
Advisor:
Jeng, Shuen-Lin
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This study investigates whether news-sentiment annotations produced by Large Language Models (LLM...
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Clicks: 13
Downloads: 0
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