教師資料查詢 | 類別: 會議論文 | 教師: 吳漢銘 Han-ming Wu (瀏覽個人網頁)

標題:On Visualization of Fuzzy Clustering Results
學年102
學期1
發表日期2013/08/22
作品名稱On Visualization of Fuzzy Clustering Results
作品名稱(其他語言)
著者吳漢銘
作品所屬單位淡江大學數學學系
出版者
會議名稱Joint Meeting of the IASC Satellite Conference for the 59th ISI WSC and the 8th Asian Regional Section (ARS) of the IASC (IASC-ARS2013)
會議地點Seoul, Korea
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.
關鍵字data visualization; fuzzy clustering; sliced inverse regression; statistical graphics
語言英文(美國)
收錄於
會議性質國際
校內研討會地點
研討會時間20130822~21030823
通訊作者
國別韓國
公開徵稿Y
出版型式
出處
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