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    題名: On Visualization of Fuzzy Clustering Results
    作者: 吳漢銘
    貢獻者: 淡江大學數學學系
    關鍵詞: data visualization;fuzzy clustering;sliced inverse regression;statistical graphics
    日期: 2013-08
    上傳時間: 2015-03-02 13:03:35 (UTC+8)
    摘要: The class membership matrix resulted from the fuzzy clustering algorithms was rarely visualized and analyzed directly in the literature. This study presents a fuzzy clustering algorithm and visualization method based on the iterative fuzzy sliced inverse regression. We aim to provide an effective method and a graphical tool which reflect additional information regarding the fuzzy cluster structures for the exploratory data analysis. A real data set is employed to demonstrate the proposed method in this article.
    顯示於類別:[數學學系暨研究所] 會議論文

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