| Article ID: | iaor2013128 |
| Volume: | 73 |
| Issue: | 12 |
| Start Page Number: | 2083 |
| End Page Number: | 2088 |
| Publication Date: | Dec 2012 |
| Journal: | Automation and Remote Control |
| Authors: | Ayuyev V, Thura A, Hlaing N, Loginova M |
| Keywords: | clustering, big data |
This paper describes a new approach to high‐dimensional mixed‐type data clustering with missing values, which combines information on common nearest neighbors with classic between‐vectors distances calculated by an original technique. The results are applied to form intersecting clusters for every missing value.