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    1
    Application of deep learning technology for detecting the status of work items in construction site images
    • Department of Civil and Construction Engineering /111/ Master
    • Author: Wan-Yu Chen   Advisor: Hung-Ming Chen
    • The recent advancements in technology have led to the maturity of artificial intelligence image rec…
    • Clicks: 464  Downloads: 0 
    • Full text public date 2026/02/10 (Intranet public)
    • Full text public date 2028/02/10 (Internet public)
    • Full text public date 2028/02/10 (National library)

    2
    Price Prediction System with Market Information Using Machine Learning Model - Take Semiconductor Market as an Example
    • Department of Business Administration /110/ Master
    • Author: Tzu-Ching Hsu   Advisor: Shih-Hao Lu 、 Jen-Wei Cheng
    • With the rise of artificial intelligence (AI) and machine learning (ML), more and more industries h…
    • Clicks: 641  Downloads: 0 
    • Full text public date 2025/01/24 (Intranet public)
    • Full text public date 2025/01/24 (Internet public)
    • Full text public date 2025/01/24 (National library)

    3
    Big Data Analysis Based on the Massive Data Generated by Simulating the Production Line of the Steel Structure Factory
    • Department of Civil and Construction Engineering /108/ Master
    • Author: Ta-Lun Peng   Advisor: Hung-Ming Chen
    • With the vigorous development of the Internet community and the Internet of Things, a large amount …
    • Clicks: 1065  Downloads: 0 
    • Full text public date 2025/08/26 (Intranet public)
    • Full text public date 2025/08/26 (Internet public)
    • Full text public date 2025/08/26 (National library)

    4
    Artificial Intelligence Technology for Malware Family Detection

    5
    A Study on Combining GA and CNN to Search Optimized Filter for Image Classification
    • Department of Information Management /108/ Master
    • Author: Li-Ching Lien   Advisor: Chuan-Kai Yang
    • Filters of convolutional neural network have important impact on extracting features for image cl…
    • Clicks: 781  Downloads: 0 
    • Full text public date 2025/07/05 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    6
    Big Data Mining Framework: Predicting Potential New Paying Player in Mobile Free-to-Play Games Based on Extreme Gradient Boosting
    • Department of Computer Science and Information Engineering /108/ Master
    • Author: Hsuan-Wei Liao   Advisor: Wen-Kai Tai
    • In the last few years, most mobile games on the market are dominated by Free-to-Play(F2P) business …
    • Clicks: 506  Downloads: 0 
    • Full text public date 2025/07/27 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    7
    Image Servo Control of a Robotic Arm by Using Two-stream Convolutional Neural Networks
    • Department of Electrical Engineering /109/ Master
    • Author: Shang-Yu Lin   Advisor: Ching-Long Shih
    • The purpose of this thesis is to achieve the servo control of robotic arm by applying convolutional…
    • Clicks: 694  Downloads: 0 
    • Full text public date 2023/08/05 (Intranet public)
    • Full text public date 2025/08/05 (Internet public)
    • Full text public date 2025/08/05 (National library)

    8
    Intelligent Demand Forecasting for Server Industry considering External Information
    • Department of Industrial Management /108/ Master
    • Author: Yu-Kai Chen   Advisor: Yu-Chung Tsao
    • A fundamental aspect of inventory management is accurate demand forecasting. Forecasting is both ch…
    • Clicks: 670  Downloads: 0 
    • Full text public date 2025/06/15 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    9
    The Study of Applying Independent Component Analysis to Frog Voice Recognition

    10
    Taiwan Passenger Transportation Industry's Safety Evaluation Mechanism: Using Machine Learning Based Approach
    • Department of Industrial Management /106/ Master
    • Author: Ching-Hao Chen   Advisor: Yu-Chung Tsao
    • Vehicle crash is one of the most common reason that caused deaths and injuries all around the world…
    • Clicks: 546  Downloads: 3 
    • Full text public date 2023/07/15 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)
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