Clustering

Phrasings that mean this problem

Vector clusteringFast clusteringStreaming clusteringRobust clusteringNonlinear clusteringSoft clusteringOverlapping clusteringMode-seeking clusteringExemplar clusteringManifold clusteringLarge-data clusteringArbitrary-shape clusteringVariable-density clusteringHierarchical density clusteringHierarchical clusteringSwarm data organizationK-center approximationK-median approximation

approximation

• Greedy k-centerFarthest-first traversalcanonapproximation
• Local search k-medianSwap improvementsstandardapproximation

kernel-methods

• Kernel k-meansFeature-space clusteringstandardkernel-methods

machine-learning

• K-meansLloyd's iterationcanonmachine-learning
• K-meansK-means++ seedingcanonfull lesson ▸machine-learning
• K-meansElkan triangle-inequality skipsspecialistmachine-learning
• Mini-batch K-meansstandalonestandardmachine-learning
• K-medoidsPAM swap searchstandardmachine-learning
• Fuzzy c-meansSoft membership weightsspecialistmachine-learning
• Gaussian mixture modelExpectation-maximizationcanonfull lesson ▸machine-learning
• DBSCANDensity-reachabilitycanonmachine-learning
• OPTICSReachability orderingstandardmachine-learning
• HDBSCANCondensed cluster treestandardmachine-learning
• Mean shiftKernel density gradientstandardmachine-learning
• Agglomerative clusteringWard linkagecanonmachine-learning
• Agglomerative clusteringComplete linkagestandardmachine-learning
• Agglomerative clusteringSingle linkagestandardmachine-learning
• Spectral clusteringGraph-Laplacian eigenvectorsstandardmachine-learning
• Affinity propagationResponsibility-availability messagesspecialistmachine-learning
• BIRCHClustering-feature treespecialistmachine-learning

unconventional-computing

• Ant-based clusteringPick-drop object sortingspecialistunconventional-computing