教師資料查詢 | 類別: 期刊論文 | 教師: 張忠義 CHANG, CHUNG-I (瀏覽個人網頁)

標題:Fast Mining of Closed Sequential Patterns
學年96
學期2
出版(發表)日期2008/04/01
作品名稱Fast Mining of Closed Sequential Patterns
作品名稱(其他語言)
著者Lin, Nancy P.; Hao, Wei-hua; Chen, Hung-jen; Chueh, Hao-en; Chang, Chung-i
單位淡江大學軍訓室
出版者Athens: World Scientific and Engineering Academy and Society
著錄名稱、卷期、頁數WSEAS Transactions on Computers 7(4), pp.133-139
摘要This paper propose a novel algorithm for mining closed frequent sequences, a scalable, condensed and lossless structure of complete frequent sequences that can be mined from a sequence database. This algorithm, FMCSP, has applied several optimization methods, such as equivalence class, to alleviate the needs of searching space and run time. In particular, since one of the main issues in this type of algorithms is the redundant generation of the closed sequences, hence, we propose an effective and memory saving methods, different from previous works, does not require the complete set of closed sequences to be residing in the memory.
關鍵字data mining;sequential patterns mining;closed sequential patterns
語言英文
ISSN1109-2750
期刊性質國外
收錄於EI
產學合作
通訊作者
審稿制度
國別希臘
公開徵稿
出版型式紙本
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