A Virtual Join Algorithm for Fast Association Rule Mining

A new algorithm for improving ECLAT performance has been presented in this paper. The algorithm is based on the concept of a “virtual join”. The virtual join algorithm avoids relatively expensive real joins, leading to enhanced performance. Experimental results demonstrate the effectiveness of the proposed algorithm.