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.