Abstract: Association rules model is widely used in data mining and the apriori is the most famous association rule mining algorithm. Based on the classic Apriori association rules algorithm, this ...

Hadoop MapReduce implementation of Market Basket Analysis for Frequent Item-set and Association Rule mining using Apriori algorithm. This is an implementation of Apriori algorithm for frequent itemset ...

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 ...

In the era of big data, businesses are constantly seeking ways to derive meaningful insights from vast amounts of information. One powerful technique that has proven instrumental in understanding ...

Abstract: As data volumes rapidly expand, traditional frequent itemset mining algorithms often face dual challenges of efficiency and scalability when processing large-scale datasets. This study ...