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CPS 196.03: Information Management and Mining Association Rules and Frequent Itemsets

CPS 196.03: Information Management and Mining Association Rules and Frequent Itemsets. Apriori Algorithm. Method: Let k=1 Generate frequent itemsets of length 1 Repeat until no new frequent itemsets are identified Generate length (k+1) candidate itemsets from length k frequent itemsets

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2000 ? 6 ? 23 ? DE Lab. ???

Mining Frequent Patterns without Candidate Generation Proc. 2000 ACM-SIGMOD Int. Conf. on Management of Data (SIGMOD'00), Dallas, TX, May 2000. Jiawei Han, Jian Pei, and Yiwen Yin. 2000 ? 6 ? 23 ? DE Lab. ???. 1. Introduction. The core of the Apriori algorithm :

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Header table item - PowerPoint PPT Presentation

CPS 196.03: Information Management and Mining Association Rules and Frequent Itemsets

2000 ? 6 ? 23 ? DE Lab. ???