Clustering

19 methods 1,531 papers tagged archive 2025-07-28

Clustering methods cluster a dataset so that similar datapoints are located in the same group. Below you can find a continuously updating list of clustering methods.

Methods

All 19 methods in this collection, most-tagged first. Year is the archive's introduced_year; the archive stores 2000 when it has none, shown here as “–”. Papers counts distinct papers the archive tags with the method. Click a heading to sort.


k-Means Clustering	–	772
Spectral Clustering	–	517
SOM Self-Organizing Map	–	106
Coresets	–	103
Ensemble Clustering	–	19
FINCH First Integer Neighbor Clustering Hierarchy	–	10
EoM Excess of Mass	–	9
Large-scale spectral clustering	–	4
SCCL Supporting Clustering with Contrastive Learning	–	4
SCAN-clustering Semantic Clustering by Adopting Nearest Neighbours	–	3
AUCC Area Under the ROC Curve for Clustering	–	2
FINCH Clustering First Integer Neighbor Clustering Hierarchy (FINCH))	–	2
COP-KMeans Constrained Pairwise k-Means	–	1
DMAGE Unsupervised Deep Manifold Attributed Graph Embedding	–	1
IC-SBP Instance Colouring Stick-Breaking Process	–	1
MPCK-Means Metric Pairwise Constrained KMeans	–	1
PCKMeans Pairwise Constrained KMeans	–	1
PRCut Probabilistic Ratio Cut	–	1
HRI pipeline Human Robot Interaction Pipeline	–	0