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    1

    Industrial Big Data Predictive Analytics based on Quantum Convolution Neural Network Approach
    • Department of Industrial Management /110/ Master
    • Author: Ting-Fu Ku Advisor: Shih-Che Lo
    • Big data analytics has been widely applied in every aspect of life for a period of time in the e…
    • Clicks: 468Downloads: 0
    • Full text public date 2025/07/08 (Intranet public)
    • Full text public date 2025/07/08 (Internet public)
    • Full text public date 2025/07/08 (National library)

    2

    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: 242Downloads: 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)

    3

    Playing asymmetric games with deep reinforcement learning
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Yu-En Fan Advisor: Shi-Jinn Horng
    •   Inspired by other deep reinforcement learning researches, we create an asymmetric game environmen…
    • Clicks: 401Downloads: 0
    • Full text public date 2024/12/05 (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)

    4

    Design of an Intrusion Detection System Using Transformer along with Pre-Processing of Window-Based Packets in the Internet of Things
    • Department of Computer Science and Information Engineering /111/ Master
    • Author: Yu-Jyun Han Advisor: Huei-Wen Ferng
    • With the widespread application of the Internet of things (IoT) in various fields, the associated c…
    • Clicks: 541Downloads: 0
    • Full text public date 2025/08/31 (Intranet public)
    • Full text public date 2025/08/31 (Internet public)
    • Full text public date 2025/08/31 (National library)

    5

    Image Restoration Using Convolutional Neural Network-Based Enhancement Matrix
    • Department of Mechanical Engineering /110/ Master
    • Author: Zheng-Jie Huang Advisor: Po-Ting Lin
    • With the rapid development of machine learning and artificial intelligence, image processing techno…
    • Clicks: 364Downloads: 0
    • Full text public date 2024/09/26 (Intranet public)
    • Full text public date 2024/09/26 (Internet public)
    • Full text public date 2024/09/26 (National library)

    6

    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: 328Downloads: 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)

    7

    Robust Parametric GAN-based Balloon Localization
    • Department of Computer Science and Information Engineering /110/ Master
    • Author: Kung-Yao Hsieh Advisor: Yu-Chi Lai
    • In order to animate the manga and translate the text, text areas need to be detected. Since blackan…
    • Clicks: 376Downloads: 0
    • Full text public date 2025/09/26 (Intranet public)
    • Full text public date 2027/09/26 (Internet public)
    • Full text public date 2027/09/26 (National library)

    8

    Seismic Rapid Evaluation of Buildings Using Computer Vision and Deep Learning Methods

    9

    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: 642Downloads: 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)

    10

    Artificial Intelligence Technology for Malware Family Detection
    • Department of Electrical Engineering /107/ Master
    • Author: Wen-Han Kuo Advisor: Jiann-Liang Chen
    • The rapid development of Internet of Things (IoT) devices and communication technologies have great…
    • Clicks: 517Downloads: 1
    • Full text public date 2021/08/06 (Intranet public)
    • Full text public date 2024/08/06 (Internet public)
    • Full text public date 2024/08/06 (National library)