Monitoring Changes in Clustering Solutions: A Review of Models and Applications

Table 5

Categorization of density-based algorithms and corresponding datasets.

Algorithm	Author	Category	Datasets
CluStream; DenStream; CEDAS	Aggarwal et al. [63]; Cao et al. [64]; Hyde et al. [65]	Density-based	KDD CUP’99 network intrusion; KDD CUP’98 charitable donations
ASCS	Fahy et al. [66]	Density-based	Iris datasets; Wine datasets; Zoo datasets
MDSC	Fahy and Yang [67]	Density-based	Keystroke dataset
MVSVDD	Huang et al. [68]	Density-based	Prawn pond datasets forest; CoverType datasets