T-CBScan is a novel approach to clustering analysis that leverages the power of space-partitioning methods. This framework offers several strengths over traditional clustering approaches, including its ability to handle complex data and identify clusters of varying structures. T-CBScan operates by incrementally refining a ensemble of clusters based