Partitional and hierarchical data clustering methods

Katarzyna Stąpor


In this paper the most important partitional and hierarchical data clustering algorithms arę described. Among partitional algorithms those based on point and linear prototypes arę discussed. In hierarchical algorithms different similarity measures arę described. Also, neural network clustering based on Kohonen network is described.


clustering; partition matrix; dendrogram; similarity measure