| Title |
Daugiamačių duomenų netolygumo analizės ypatybės / |
| Translation of Title |
The properties of nonuniformity analysis of high dimensional data. |
| Authors |
Šaltenis, Vydūnas |
| DOI |
10.15388/LMR.2004.32223 |
| Full Text |
|
| Is Part of |
Lietuvos matematikos rinkinys. 2004, T. 44, spec, Nr, p. 670-674.. ISSN 0132-2818 |
| Keywords [eng] |
Detection, outlier ; Data, high-dimensional ; Distribution of distances |
| Abstract [eng] |
A novel approach to outlier detection and clustering on the ground of the distribution of distances between multidimensional points is presented. The basic idea is to evaluate the outlier factor for each data point. A comparison with some popular outlier detection and clustering methods shows the superiority of our approach. |
| Type |
Journal article |
| Language |
Lithuanian |
| Publication date |
2004 |
| CC license |
|
