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    1
    Blood Bank Demand Forecasting Using Big Data Predictive Analytics Framework
    • Department of Industrial Management /110/ Master
    • Author: Ming-Ru Yang   Advisor: Shih-Che Lo
    • In Industry 4.0 era, with the rapid development of information technology, big data predictive anal…
    • Clicks: 743  Downloads: 0 
    • Full text public date 2025/07/19 (Intranet public)
    • Full text public date 2025/07/19 (Internet public)
    • Full text public date 2025/07/19 (National library)

    2
    Prediction of Concrete Compressive Strength using Metaheuristic Optimized Machine Learning System
    • Department of Civil and Construction Engineering /109/ Master
    • Author: Li-Ying Chen   Advisor: Jui-Sheng Chou
    • Concrete is currently one of the most widely adopted building materials in the world. The compressi…
    • Clicks: 862  Downloads: 0 
    • Full text public date 2031/09/01 (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
    Predicting Bacteria in Freshwater based on Environmental Factors by Machine Learning
    • Department of Civil and Construction Engineering /106/ Master
    • Author: Billy Susilo   Advisor: Jui-Sheng Chou
    • The main goal of microbial ecology is to understand the relationship between earth’s microbial comm…
    • Clicks: 919  Downloads: 0 
    • Full text public date 2023/07/10 (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)

    4
    Using Machine Learning to identify key features to increase number of clicks for Facebook post

    5
    Real Time Computer Vision Action Recognition System using Hierarchical Machine Learning Models for Facial Makeups Behavior Analysis

    6
    Age Estimation Based on Hybrid Features from Randomized Facial Blocks
    • Department of Electronic and Computer Engineering /105/ Master
    • Author: Chih-Han Chang   Advisor: Chang-Hong Lin
    • Vision based applications have become a trend in modern world, and among them, age estimation is a …
    • Clicks: 778  Downloads: 1 
    • Full text public date 2022/08/16 (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
    Smart Grid Data Analytics for Predicting Building Energy Consumption Using Sliding Window Metaheuristic Optimization-based Machine Learning
    • Department of Civil and Construction Engineering /105/ Doctor
    • Author: Ngo - Ngoc Tri   Advisor: Jui-Sheng Chou
    • The building sector is a major energy consumer, and its share of energy consumption is increasing b…
    • Clicks: 811  Downloads: 1 
    • Full text public date 2022/01/04 (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)

    8
    Performance comparison of metaheuristic-optimized least squares support vector machine for multi-class classification in civil engineering applications
    • Department of Civil and Construction Engineering /105/ Master
    • Author: Pham Thi Phuong Trang   Advisor: Jui-Sheng Chou
    • Multi-class classification is one of the major challenges in machine learning and an on-going resea…
    • Clicks: 894  Downloads: 0 
    • Full text public date 2022/07/25 (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
    Gesture Recognition Based on LBP and WLD Fusion Features for Mobile Robot Control Systems

    10
    Gaussian Processes for Cooperative Spectrum Sensing in Cognitive Radio Networks
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