Efficient Computation of Multiple Density-Based Clustering Hierarchies

Antonio Cavalcante Araujo Neto, Joerg Sander, Ricardo J. G. B. Campello +1

HDBSCAN*, a state-of-the-art density-based hierarchical clustering method, produces a hierarchical organization of clusters in a dataset w.r.t. a parameter mpts. While the performa…