Association Rules Extraction from Incremental Databases through ICPT

摘要

Association Rule Mining is an important task in data mining. This paper proposes two stage ICPT (Incremental Compact Pattern Tree) Construction Methodology. This methodology facilitates to obtain incidental association rules as well as incremental association rules. This philosophy has been demonstrated with Mushroom Data Set and Pima Indian Diabetes Data Set.