Based on the association rule mining algorithm with bit string array, a fast algorithm for mining maximum frequent itemsets ...

In this paper, the authors present a novel feature selection based on association rule mining using reduced dataset. This paper is to find closely related features using association rule mining method ...

Association rules mining is one of the most popular data mining models. Minimum-support is used in association rules mining algorithms, like Apriori, FP-growth, eclat, etc. One problem Apriori ...

The human gut microbiome is a vast and complex ecosystem, playing an important role in human health and diseases. Instead of a simple collection of microorganisms, the gut microbiota is a complex ...

While \(K\)-means clustering is used primarily for numerical measures, we often have data where the variables are categorical. A common database type that we haven’t yet met comes in the form of a ...