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    題名: Fast Mining of Closed Sequential Patterns
    作者: Lin, Nancy P.;Hao, Wei-hua;Chen, Hung-jen;Chueh, Hao-en;Chang, Chung-i
    貢獻者: 淡江大學軍訓室
    關鍵詞: data mining;sequential patterns mining;closed sequential patterns
    日期: 2008-04
    上傳時間: 2013-06-07 10:46:07 (UTC+8)
    出版者: Athens: World Scientific and Engineering Academy and Society
    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.
    關聯: WSEAS Transactions on Computers 7(4), pp.133-139
    顯示於類別:[資訊工程學系暨研究所] 期刊論文

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