Clustering Methods

Connectivity based (Hierarchical Clustering)

Agglomerative Clustering

_images/clu_ac.png

Single Linkage Clustering

_images/clu_sl.png

Average Linkage Clustering

_images/clu_al.png

Complete Linkage Clustering

_images/clu_cl.png

Ward Linkage Clustering

_images/clu_wl.png

Centroid based

K-Means

_images/clu_kmeans.png

K-Medians

_images/clu_kmedians.png

K-Medoids

_images/clu_kmedoids.png

Fuzzy C-Means

_images/clu_fcmeans.png

Mean Shift Clustering

_images/clu_ms.png

Distribution based

Gaussian Mixture Models

_images/clu_gmm.png

Hidden Markov Model

Density based

DBSCAN

_images/clu_d.png

OPTICS

_images/clu_o.png

Other Methods

Affinity Propagation

_images/clu_ap.png

Spectral Clustering

_images/clu_sc.png

Birch

_images/clu_b.png