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Table 1 Comparison between algorithms (WL: weighted links, 2 phases : online+offline)

From: State-of-the-art on clustering data streams

Algorithms Based on Topology WL Phases Remove Merge Split Fade
SVStream SVC, SVDD online
StreamKM++ k-means++ 2 phases
StrAP AP 2 phases
SOStream DBSCAN, SOM online
OPTICS-Stream OPTICS 2 phases
IGNG NG online
HCluStream k-prototypes 2 phases
GWR NG online
G-Stream NG online
E-Stream k-means 2 phases
D-Stream - 2 phases
DenStream DBSCAN 2 phases offline
ClusTree k-means or DBSCAN 2 phases offline
CluStream k-means 2 phases offline
AING NG online