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  • Search Result: 7results Search Strategy： "Chun-nan Chen".ecommittee (Phrase) and edept.raw="Department of Industrial Management" and ekeyword.raw="Machine learning"


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    1
    Applying machine learning to construct prediction model for emotion recognition based on physiological data
    • Department of Industrial Management /111/ Master
    • Author: Hui-Ru Chou   Advisor: Chiuh-Siang Lin
    • In recent years, emotion induction experiments have become prevalent, and the main methods for emot…
    • Clicks: 1478  Downloads: 0 
    • Full text public date 2028/06/15 (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)

    2
    Intelligent Assisted Design and Sales Forecasting of New Products in Apparel Industry
    • Department of Industrial Management /109/ Master
    • Author: Yu-Hsuan Liu   Advisor: Yu-Chung Tsao
    • The rise of fast fashion has overturned the business model of the traditional apparel industry, gra…
    • Clicks: 723  Downloads: 0 
    • Full text public date 2026/01/27 (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)

    3
    Implementation of deep learning networks for the photovoltaic power generation prediction using satellite data

    4
    A Machine Learning-based Method for Server Demand Forecasting
    • Department of Industrial Management /107/ Master
    • Author: Shih-Hao Chiu   Advisor: Yu-Chung Tsao
    • Previous research has used social media information to improve the accuracy of demand forecast for …
    • Clicks: 715  Downloads: 1 
    • Full text public date 2024/06/13 (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)

    5
    Integrating Granular Computing and Affinity Propagation for Imbalanced Data Classification Problem- A Case Study on Predictive Maintenance
    • Department of Industrial Management /112/ Master
    • Author: Arya Wijna Astungkara   Advisor: Ren-Jieh Kuo
    • The problem of imbalanced data classification, particularly in predictive maintenance, poses signif…
    • Clicks: 594  Downloads: 0 
    • Full text public date 2027/08/21 (Intranet public)
    • Full text public date 2034/08/21 (Internet public)
    • Full text public date 2044/08/21 (National library)

    6
    Classification of user experience under different software and tasks using machine learning with physiological data
    • Department of Industrial Management /111/ Master
    • Author: Chieh-Yun Lu   Advisor: Chiuh-Siang Lin
    • The importance of user experience (UX) is gradually valued in many fields. The common user experien…
    • Clicks: 789  Downloads: 0 
    • Full text public date 2032/12/17 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date 2120/12/17 (National library)

    7
    Integrating the Affinity Propagation Algorithm with the Improved Borderline SMOTE Algorithm for Imbalanced Data Classification
    • Department of Industrial Management /112/ Master
    • Author: KAI-WEN ZHENG   Advisor: Ren-Jieh Kuo
    • This study proposes a novel automatic clustering oversampling method to address the problem of imba…
    • Clicks: 1133  Downloads: 0 
    • Full text public date 2027/07/18 (Intranet public)
    • Full text public date 2034/07/18 (Internet public)
    • Full text public date 2044/07/18 (National library)
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