A new algorithm for fast mining frequent itemsets using N-lists

Mining frequent itemsets has emerged as a fundamental problem in data mining and plays an essential role in many important data mining tasks. In this paper, we propose a novel vertical data representation called N-list, which originates from an FP-tree-like coding prefix tree called PPC-tree that st...

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Veröffentlicht in:Science China. Information sciences 2012-09, Vol.55 (9), p.2008-2030
Hauptverfasser: Deng, ZhiHong, Wang, ZhongHui, Jiang, JiaJian
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Sprache:eng
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