appendix A Mathematical foundations
A.1 List of clustering algorithms
A.1.1 Partitioning-based algorithms
- k-means
- k-medoids (PAM)
- CLARA (Clustering Large Applications)
- CLARANS (Clustering Large Applications based on Randomized Search)
- Mini-Batch k-means
- Fuzzy C-Means (FCM)
- k-modes
- k-prototypes
A.1.2 Hierarchical clustering
A.1.3 Density-based algorithms
A.1.4 Grid-based algorithms
- STING (Statistical Information Grid)
- WaveCluster
- SUBCLU (Subspace Clustering)
- GRIDCLUS (Grid-based Clustering Algorithm)
- OptiGrid
- CLIQUE (Clustering in Quest)