http://dspace.bsu.edu.ru/handle/123456789/48869| Title: | Reduction of attribute space dimensionality: the SOCRATES method |
| Authors: | Petrovsky, A. B. |
| Keywords: | technique computer engineering multiattribute objects multisets attribute space dimensionality reduction aggregation of attributes |
| Issue Date: | 2021 |
| Citation: | Petrovsky, A.B. Reduction of attribute space dimensionality: the SOCRATES method / A.B. Petrovsky // Scientific and Technical Information Processing. - 2021. - Vol.48, №5.-P. 342-355. - Doi: 10.3103/S0147688221050063. - Refer.: p. 354-355. |
| Abstract: | The new SOCRATES (ShOrtening CRiteria and ATtributES) method for reducing the dimensionality of attribute space is described. In this method, a large number of initial numerical and/or verbal characteristics of objects are aggregated into a single integral index or several composite indicators with small scales of qualitative estimates. Multiattribute objects are represented as multisets of object properties |
| URI: | http://dspace.bsu.edu.ru/handle/123456789/48869 |
| Appears in Collections: | Статьи из периодических изданий и сборников (на иностранных языках) = Articles from periodicals and collections (in foreign languages) |
| File | Description | Size | Format | |
|---|---|---|---|---|
| Petrovsky_Reduction.pdf | 733.69 kB | Adobe PDF | View/Open |
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