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Chapter 8 - Itemset mining. Part II begins by presenting efficient algorithms for frequent itemset mining in chapter 8. The key methods include the level-wise Apriori algorithm, the “vertical” intersection based Eclat algorithm, and the frequent pattern tree and projection based FPGrowth method.