教師資料查詢 | 類別: 會議論文 | 教師: 陳俊豪 CHUN-HAO CHEN (瀏覽個人網頁)

標題:Mining Drift of Fuzzy Membership Functions
學年104
學期2
發表日期2016/03/14
作品名稱Mining Drift of Fuzzy Membership Functions
作品名稱(其他語言)
著者Tzung-Pei Hong; Min-Thai Wu; Yan-Kang Li; Chun-Hao Chen
作品所屬單位
出版者
會議名稱
會議地點
摘要In this paper, the fuzzy c-means (FCM) clustering approach is adopted to find concept drift of fuzzy membership functions. The proposed algorithm is divided into two stages. In the first stage, the FCM approach is used to find appropriate fuzzy membership functions at different periods or at different places. Then in the second stage, the proposed algorithm compares the results in the first stage to find different types of drift of fuzzy membership functions. Experiments are also made to show the performance of the proposed approach.
關鍵字Concept drift;Data mining;Fuzzy C-means;Membership functions
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20160314~20160316
通訊作者Tzung-Pei Hong
國別越南
公開徵稿
出版型式
出處the series Lecture Notes in Computer Science 9622, pp.211-218
相關連結
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