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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/100489


    Title: On Visualization of Fuzzy Clustering Results
    Authors: 吳漢銘
    Contributors: 淡江大學數學學系
    Keywords: data visualization;fuzzy clustering;sliced inverse regression;statistical graphics
    Date: 2013-08
    Issue Date: 2015-03-02 13:03:35 (UTC+8)
    Abstract: 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.
    Appears in Collections:[數學學系暨研究所] 會議論文

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