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    1

    Design of Ranger Random Forest Imputation and Ranger Random Forest Prediction in Industrial Big Data Predictive Analytics for Multiple Output Problems
    • Department of Industrial Management /109/ Master
    • Author: Chia-Wei Chang Advisor:
    • Recently, the development of science and technology has become more and more advanced, and the size…
    • Clicks: 376Downloads: 6
    • Full text public date 2024/07/15 (Internet public)
    • Full text public date 2024/07/15 (National library)

    2

    Toward Institutional Care System in Taiwan for Aging Service Management
    • School of Management International (MBA) /110/ Master
    • Author: Rishabh Khatuwala Advisor:
    • We are focusing on one of the most concerning issues now in the world, which is the elderly populat…
    • Clicks: 253Downloads: 5

    3

    Solving Pollution Routing Problem in Sustainable Logistics Management Based on Quantum-inspired Genetic Algorithm
    • Department of Industrial Management /109/ Master
    • Author: Yi-Cheng Shih Advisor:
    • With increasing amount of greenhouse gases emission, global warming and even climate change is ongo…
    • Clicks: 337Downloads: 11
    • Full text public date 2024/06/24 (Internet public)
    • Full text public date 2024/06/24 (National library)

    4

    The Design of Fuzzy Bus Holding System for MRT-ebus Transfer
    • Department of Industrial Management /98/ Master
    • Author: Wei-Jie Chang Advisor:
    • This research aims at the fuzzy bus holding system (FBHS) for the Mass Rapid Transit (MRT) transfer…
    • Clicks: 503Downloads: 6

    5

    Apply Particle Swarm Optimization to Solve the Vehicle Routing Problem with Cross-Docking in the Supply Chain
    • Department of Industrial Management /97/ Master
    • Author: Ching-Yu Wang Advisor:
    • The design of logistics network with the implementation of Cross-docking (CD) allows freight compan…
    • Clicks: 579Downloads: 9

    6

    Design of Industrial Big Data Imputation and Multiple Predictive Analytics based on Quantum Convolutional Neural Network
    • Department of Industrial Management /111/ Master
    • Author: MING-WEI HUANG Advisor:
    • The advent of Industry 4.0 has brought about a surge in the adoption of intelligent devices, networ…
    • Clicks: 429Downloads: 0
    • Full text public date 2026/08/08 (Intranet public)
    • Full text public date 2026/08/08 (Internet public)
    • Full text public date 2026/08/08 (National library)

    7

    A Deep Reinforcement Learning Approach for Minimizing Tardiness of Sequence-dependent Family-based Setups Scheduling Problems in Semiconductor Wafer Fabrication
    • Department of Industrial Management /111/ Master
    • Author: Yi-Jia Chen Advisor:
    • This thesis primarily focuses on applying Deep Reinforcement Learning (DRL) using the Deep Q Networ…
    • Clicks: 295Downloads: 0
    • Full text public date 2026/07/23 (Intranet public)
    • Full text public date 2026/07/23 (Internet public)
    • Full text public date 2026/07/23 (National library)

    8

    A Deep Reinforcement Learning Model for Solving the Pollution Routing Problem in Sustainable Logistics Management
    • Department of Industrial Management /111/ Master
    • Author: Carlos Andres Palacios Caicedo Advisor:
    • Nowadays, environmental contamination has increased, demanding new regulations and internal control…
    • Clicks: 413Downloads: 0
    • Full text public date 2026/02/08 (Intranet public)
    • Full text public date 2026/02/08 (Internet public)
    • Full text public date 2026/02/08 (National library)

    9

    Principal Component Analysis-based Random Forest Models for Big Data Predictive Analytics on Power Network Quality
    • Department of Industrial Management /111/ Master
    • Author: Cheng-Zhe Cai Advisor:
    • A smart grid is an advanced transmission grid that coordinates the power supply in the power grid a…
    • Clicks: 215Downloads: 0
    • Full text public date 2026/07/06 (Intranet public)
    • Full text public date 2026/07/06 (Internet public)
    • Full text public date 2026/07/06 (National library)

    10

    A Long Short-Term Memory Model based on Quantum Computing for the Power Network Quality Classification Problem
    • Department of Industrial Management /111/ Master
    • Author: Ting-Yu Lin Advisor:
    • With the advancement of science and technology and the rapid development of science and technology,…
    • Clicks: 362Downloads: 0
    • Full text public date 2026/02/01 (Intranet public)
    • Full text public date 2026/02/01 (Internet public)
    • Full text public date 2026/02/01 (National library)