Data Mining and Knowledge Discovery Unit 4 (Association Rule Mining)

Association Rule Mining: Introduction, Basic, The Task and a Naïve Algorithm, Apriori Algorithms, Improving the efficiency of the Apriori Algorithm, Apriori-Tid, Direct Hasing and Pruning(DHP), Dynamic Itemset Counting (DIC), Mining Frequent Patterns without Candidate Generation(FP-Growth), Performance Evaluation of Algorithms.