Evaluate data modeling techniques ... including the Apriori algorithm and FP-growth algorithm for frequent itemset mining, as well as association rules and correlation analysis. This module introduces ...

Intelligent intrusion detection systems ... KDD’99 data set. In this paper, the NSL-KDD data set is analyzed and used to study the effectiveness of the various classification algorithms in ...

Learn More The first job for many artificial intelligence (AI) algorithms is to examine the data and find the best classification. An autonomous car, for example, may take an image of a street ...

A guide to what data mining is ... Machine learning algorithms can detect all of the different subgroups within a dataset that differ significantly from each other. Classification: If an existing ...

AMGWO, a new feature selection method inspired by grey wolves, uses adaptive strategies to enhance machine learning models.