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

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 ...

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 ...

MBR is an empirical classification method and operates by comparing new unclassified records with known examples and patterns. 8. Decision trees. Decision trees use real data-mining algorithms to help ...

Graph mining ... media connections or biological systems, helps researchers discover meaningful patterns in how different elements interact. The new algorithm addresses the long-standing challenge ...