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  • Search Result: 14results Search Strategy： "Yuan-Cheng Lai".ecommittee (Phrase) and edept.raw="Department of Information Management" and ekeyword.raw="Machine Learning"


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    1
    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: 1090  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)

    2
    A Study on the Relations between a 3D Model and it’s Shape Descriptor
    • Department of Information Management /105/ Master
    • Author: Ming-Jia Huang   Advisor: Chuan-Kai Yang
    • Human have an abstract cognition on a variety of 3D models. For example, it is easy for us to ident…
    • Clicks: 1320  Downloads: 1 
    • Full text public date 2022/05/17 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date 2022/05/17 (National library)

    3
    The Application of Financial Technology Adopted in Anti-Money Laundering - The Case Study of B Bank
    • Department of Information Management /112/ Master
    • Author: Tsui-Ying Weng   Advisor: Hsi-Peng Lu 、 Tain-Yi Luor
    • This management case study focuses on Bank B, a multinational mega-bank headquartered in Country A,…
    • Clicks: 1089  Downloads: 12 
    • Full text public date 2027/03/14 (Internet public)
    • Full text public date 2027/03/14 (National library)

    4
    An AI Driven Risk Assess Framework to Evaluate DDoS Cyber Attacks
    • Department of Information Management /107/ Master
    • Author: CHUN-WEI HUANG   Advisor: Yuan-Cheng Lai
    • The cloud computing and Internet of Things (IoT) have become two key technologies to meet future bu…
    • Clicks: 1398  Downloads: 0 
    • Full text public date 2024/08/20 (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)

    5
    Strategy Study on Machine Learning In Manufacturing Transformation
    • Department of Information Management /107/ Master
    • Author: Yu-Sheng Chin   Advisor: Tzong-Chen Wu
    • In the past few years, Industry 4.0 and China Manufacturing 2025 were the most frequently heard at …
    • Clicks: 1416  Downloads: 4 
    • Full text public date 2024/08/23 (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
    Evaluation and Analysis on ML-based and DL-based Defense Approaches for Slow-Rate DDoS Detection in Software Defined Networks
    • Department of Information Management /113/ Master
    • Author: Abda Rafi Hamaminata   Advisor: Nai-Wei Lo
    • Slow-rate Distributed Denial-of-Service attacks pose a significant threat to Software Defined Netwo…
    • Clicks: 448  Downloads: 0 
    • Full text public date 2027/01/22 (Intranet public)
    • Full text public date 2027/01/22 (Internet public)
    • Full text public date 2027/01/22 (National library)

    7
    Systematic Processing of Multi-Style Paragraph Merging and Machine Learning for Legal Document Classification

    8
    A Dynamic Resource Allocation Framework in a Kubernetes Cluster using Machine Learning
    • Department of Information Management /111/ Master
    • Author: Han-Lin Huang   Advisor: Yung-Ho Leu
    • In recent years, many developers have chosen cloud environments to deploy their applications, while…
    • Clicks: 969  Downloads: 0 
    • Full text public date 2025/07/21 (Intranet public)
    • Full text public date 2025/07/21 (Internet public)
    • Full text public date 2025/07/21 (National library)

    9
    The multi-intent detection framework of Intelligent Virtual Assistant
    • Department of Information Management /106/ Master
    • Author: I-Hsiu Tseng   Advisor: Hsi-Peng Lu
    • In recent year, research interest in Intelligent Virtual Assistant (IVA) has soared in the world. H…
    • Clicks: 566  Downloads: 0 
    • Full text public date 2023/06/26 (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
    A Research on Improving User Experience of Task-oriented Chatbot
    • Department of Information Management /105/ Master
    • Author: Po-Tsen Lin   Advisor: Sun-Jen Huang
    • In 2016, LINE, FB, IBM, Microsoft and other major companies have developed in cognitive computing a…
    • Clicks: 1773  Downloads: 0 
    • Full text public date 2022/07/05 (Intranet public)
    • Full text public date 2027/07/05 (Internet public)
    • Full text public date 2027/07/05 (National library)
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