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

Table 2

Categorization of evolutionary clustering algorithms and corresponding datasets.

Algorithm	Author	Category	Dataset
Evolutionary clustering algorithm	Chakrabarti et al. [46]	Partitioning hierarchical	Photo-tag datasets
Preserving cluster quality and preserving cluster membership	Chi et al. [47]	Spectral	Real blog data
Multimode networks	Tang et al. [48]	Spectral	Enron e-mail DBLP data
Evolutionary DBSCAN	Zhang et al. [50]	Density-based	G and U datasets
Adaptive evolutionary	Xu et al. [51]	Adaptive	MIT phone call
Relational DBSCAN	Banerjee and Abu-Mahfouz [53]	Density-based	Wisconsin breast cancer iris, wine, and glass knowledge modeling