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    1
    Deep Learning-based Skill Transfer Model in Assembly Process
    • Department of Industrial Management /108/ Master
    • Author: Lucy Sanjaya   Advisor: Kung-Jeng Wang
    • Industry 4.0 refers to a new phase in the Industrial Revolution that requires workers to have highe…
    • Clicks: 1038  Downloads: 0 
    • Full text public date 2025/06/29 (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)

    2
    A Real-time Multi-angle Ship Detection Method for Aerial Image Sequences Using Convolutional Neural Networks
    • Department of Computer Science and Information Engineering /106/ Master
    • Author: Fei-Ping Hu   Advisor: Chin-Shyurng Fahn
    • Ship detection is a major issue in video surveillance, analyzing the location of the ship through c…
    • Clicks: 503  Downloads: 0 
    • Full text public date 2023/07/25 (Intranet public)
    • Full text public date 2028/07/25 (Internet public)
    • Full text public date 2023/07/25 (National library)

    3
    Lung Nodule Classification via Deep Learning

    4
    A new CNN-based fault diagnosis method for induction motors
    • Department of Electrical Engineering /108/ Master
    • Author: Jian-Zhong Feng   Advisor: Hong-Chan Chang
    • Induction motors have had performance-capacity improvements and an increasing range of applications…
    • Clicks: 447  Downloads: 0 
    • Full text public date 2025/08/03 (Intranet public)
    • Full text public date 2025/08/03 (Internet public)
    • Full text public date 2025/08/03 (National library)

    5
    Proactive Operation Condition Monitoring System of High-Voltage Motors Based on CNN and LSTM
    • Department of Electrical Engineering /109/ Master
    • Author: Tsung-Yen Tsai   Advisor: Hong-Chan Chang
    • In today’s society, high-voltage motors have become an indispensable power source. Characterize…
    • Clicks: 1078  Downloads: 0 
    • Full text public date 2026/01/25 (Intranet public)
    • Full text public date 2026/01/25 (Internet public)
    • Full text public date 2026/01/25 (National library)

    6
    Short-term Prediction of Regional Energy Consumption by Jellyfish Search-Optimized Deep Learning Models
    • Department of Civil and Construction Engineering /111/ Master
    • Author: Nguyen Ngoc Quang   Advisor: Jui-Sheng Chou
    • The energy sector must achieve a delicate balance between energy supply and demand. Highly accurate…
    • Clicks: 681  Downloads: 0 
    • Full text public date 2028/02/10 (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
    Residual Current-based Deep Learning Architecture for the Induction Motor Fault Diagnosis
    • Department of Mechanical Engineering /111/ Master
    • Author: Chung-Lin Hsieh   Advisor: Meng-Kun Liu 、 Chen-Yang Lan
    • With the continuous advancement of technology, fault diagnosis of induction motors in modern indust…
    • Clicks: 562  Downloads: 0 
    • Full text public date 2028/08/17 (Intranet public)
    • Full text public date 2028/08/17 (Internet public)
    • Full text public date 2028/08/17 (National library)

    8
    Prediction of Heart Failure from Chest X-Ray by Deep-Learning Algorithms
    • Department of Electronic and Computer Engineering /110/ Master
    • Author: Dai-Hua Tsai   Advisor: Jenq-Shiou Leu
    • Heart failure (HF) is a global epidemic due to the increasing number of elderly people around the w…
    • Clicks: 1018  Downloads: 0 
    • Full text public date 2027/07/08 (Intranet public)
    • Full text public date 2027/07/08 (Internet public)
    • Full text public date 2027/07/08 (National library)

    9
    Study on Motion Control of Planar Parallel Manipulator Using Resolved Acceleration Method
    • Graduate Institute of Automation and Control /107/ Master
    • Author: Shih-Chien Tang   Advisor: Yong-Lin Kuo
    • The main purposes of this thesis are to use five different control methods to position the three-de…
    • Clicks: 1006  Downloads: 2 
    • Full text public date 2024/07/20 (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)

    10
    Three-phase convolutional neural network model for automatic optical inspection system in high-speed production line
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