Hierarchical Density-Based Clustering Using Level-Sets

Francesco Alex Indaco, Teng-Sheng Moh · 2014

This paper introduces the concept of graphing the size of a level-set against its respective density threshold. This is used to develop a new recursive version of DBSCAN that successfully performs hierarchical clustering, called Level-Set Clustering (LSC).

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