popular clustering techniques

k-Means, k-Medoids, Kernel Clustering, Spectral Clustering (uses eigenvectors), Gravitational Clustering, Canopy Clustering, Self-Organizing Maps, Expectation Maximization, AGNES, CLARA, DBSCAN, DIANA, BIRCH, and many others.