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:Fuzzy association rule mining with type-2 membership functions
學年103
學期2
發表日期2015/03/23
作品名稱Fuzzy association rule mining with type-2 membership functions
作品名稱(其他語言)
著者C. H. Chen; Y. Li; T. P. Hong
作品所屬單位
出版者
會議名稱7th Asian Conference, The Asian Conference on Intelligent Information and Database Systems(ACIIDS 2015)
會議地點Bali, Indonesia
摘要In this paper, a fuzzy association rule mining approach with type-2
membership functions is proposed for dealing with data uncertainty. It first
transfers quantitative values in transactions into type-2 fuzzy values. Then, according
to a predefined split number of points, they are reduced to type-1 fuzzy
values. At last, the fuzzy association rules are derived by using these fuzzy values.
Experiments on a simulated dataset were made to show the effectiveness of
the proposed approach.
關鍵字Data mining;Fuzzy association rule;Membership functions;Type-2 fuzzy set
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20150323~20150325
通訊作者T. P. Hong
國別印尼
公開徵稿
出版型式
出處Intelligent Information and Database Systems Part II LNAI 9012, pp.128-134
相關連結
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