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    1

    A Sequeacial Feature Selecting Strategy Based on Relevance Between Data Label and Principle Component
    • Department of Information Management /105/ Master
    • Author: Ting-Kng Tiun Advisor:
    • Binary classification method predicts the class of an object based on the associated feature vector…
    • Clicks: 515Downloads: 5

    2

    Meta-learning for Imbalanced Data and Classification Ensemble via Regression
    • Department of Information Management /98/ Doctor
    • Author: Sung-Chiang Lin Advisor:
    • In this dissertation, we focus on the application of machine learning to binary classification with…
    • Clicks: 421Downloads: 11

    3

    A Study on Implementing Bussiness Process Management for M Life Insurance Company
    • Department of Information Management /98/ Master
    • Author: Wei-Liang Chou Advisor:
    • The goal for enterprises is to gain profit. However, recently, profit significantly decreases for m…
    • Clicks: 357Downloads: 1
    • 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

    Feature Selection for A Bayes’ Classifier
    • Department of Information Management /110/ Master
    • Author: Chung-Yen Tsai Advisor:
    • Using noninformative features for classification may deteriorate the efficiency of a classification…
    • Clicks: 612Downloads: 0
    • Full text public date 2024/07/11 (Intranet public)
    • Full text public date 2024/07/11 (Internet public)
    • Full text public date 2024/07/11 (National library)

    5

    A Bayes' Classifier Based on The Mahalanobis Distance from The Class Center
    • Department of Information Management /110/ Master
    • Author: Guan-Cheng Chen Advisor:
    • Gaussian Naïve Bayes' classifier evaluates the likelihood of individual feature based on the assum…
    • Clicks: 376Downloads: 0
    • Full text public date 2024/07/13 (Intranet public)
    • Full text public date 2024/07/13 (Internet public)
    • Full text public date 2024/07/13 (National library)

    6

    A Feature Selection Strategy of Polynomial Kernel Function Based on the Correlation between Response Variable and Principal Components
    • Department of Information Management /109/ Master
    • Author: Chia-Wen Tsai Advisor:
    • In machine learning, it is a challenging task to deal with low-dimensional and non-linearly separab…
    • Clicks: 816Downloads: 0
    • Full text public date 2024/07/06 (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

    Time Series and Outliers Analysis on Global Price of Propylene and Ethylene: A 15-year Time-Series Study
    • Graduate Institute of Management /107/ Doctor
    • Author: Han-Ru Tan Advisor:
    • The Arima Time series model can be used to predict the prices of those petrochemicals including Eth…
    • Clicks: 325Downloads: 0
    • Full text public date 2024/07/02 (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

    A Feature Selection Strategy Based on the Correlation with Response Variable and Principal Components
    • Department of Information Management /108/ Master
    • Author: Zhao-Wei Wang Advisor:
    • In machine learning, high dimensional data analysis is a challenging task. With enormous number of …
    • Clicks: 419Downloads: 0
    • Full text public date 2023/06/22 (Intranet public)
    • Full text public date 2025/06/22 (Internet public)
    • Full text public date 2025/06/22 (National library)

    9

    Discussion on the Influence of Website External Link Type on Google Ranking
    • School of Management International (MBA) /106/ Master
    • Author: SHUN-CHIEN KAO Advisor:
    • Search engines in today's society have an irreplaceable role in promoting various transactions. Thi…
    • Clicks: 348Downloads: 0
    • Full text public date 2023/08/22 (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

    Naive Bayesian classifier based on p-values.
    • Department of Information Management /104/ Master
    • Author: Chih-Hsuan Chu Advisor:
    • Naive Bayesian classifier estimates the joint likelihood of a testing instance as the product of th…
    • Clicks: 348Downloads: 3
    • Full text public date 2021/07/22 (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)