| Article ID: | iaor20114131 |
| Volume: | 72 |
| Issue: | 4 |
| Start Page Number: | 754 |
| End Page Number: | 765 |
| Publication Date: | Apr 2011 |
| Journal: | Automation and Remote Control |
| Authors: | Granichin N, Shalymov S, Avros R, Volkovich Z |
| Keywords: | simulation: applications |
Clustering is actively studied in such fields as statistics, pattern recognition, machine training, et al. A new randomized algorithm is suggested and established for finding the number of clusters in the set of data, the efficiency of which is demonstrated by examples of simulation modeling on synthetic data with thousands of clusters.