In the background of the information age, the importance of data resources can be imagined, and the importance of the use of data resources means—data mining has also emerged. In the current situation ...

Building upon insights gained from our previous customer segmentation analysis, which identified distinct customer segments based on spending patterns and demographics, this project delves into market ...

The problem statement revolves around mining frequent itemsets from a transaction dataset using the Apriori algorithm with MapReduce. In essence, we aim to discover sets of items that frequently occur ...

Abstract: In order to improve the efficiency of Apriori mining algorithm for the Ultra-large-scale data sets, based on the partition for the candidate itemsets, this paper presents a parallel ...