International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
In last few decades, there is an increase in storing the information in electronic format. This massive amount of data needs analyzing. For this there is a technique, which is designed for mining the databases and is less time consuming. This paper is on existing Apriori algorithm in which databases are converted into numerical format and these images are further used in coding to create association rules. Threads will help for making pairs and if the item sets are large enough then in that case a minimum criterion will be set to remove the pairs for next item set generation.