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Title: | Remarks to the direct method of fuzzy clustering based on presentation of initial data by fuzzy powerful tolerance |
Authors: | Viattchenin, D. A. |
Keywords: | clustering;cluster analysis;fuzzy sets;кластеризация;кластерный анализ;нечеткие множества |
Issue Date: | 2001 |
Publisher: | Белорусский государственный экономический университет |
Language: | Английский |
Type: | Article |
Citation: | Viattchenin, D. A. Remarks to the direct method of fuzzy clustering based on presentation of initial data by fuzzy powerful tolerance / D. A. Viattchenin // Информационные сети, системы и технологии = Information Networks, Systems and Technologies : труды VII международной конференции ICINASTe'2001, Минск, 2-4 октября 2001 г. В 3 т. Т.3. / Под ред. А. Н. Морозевича, Е. В. Хандогиной. – Минск : БГЭУ, 2001. – С. 34-38. |
Abstract: | This short paper describes rules for calculation of tolerance threshold in the direct clustering method based on a presentation of initial data by fuzzy powerful tolerances. The concept of the fuzzy representation of an initial set of elements by fuzzy clusters is considered on a basis of the short essential consideration of the problem of fuzzy cluster analysis. General plan of the clustering procedure is presented and rules for tolerance threshold calculation are proposed. Three strategies of clustering are described shortly. Some preliminary conclusions are discussed and ways of perspective investigations are outlined. |
URI: | http://edoc.bseu.by:8080/handle/edoc/85164 |
ISBN: | 985-426-694-X |
Appears in Collections: | Информационные сети, системы и технологии = Information Networks, Systems and Technologies |
Files in This Item:
File | Description | Size | Format | |
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Viattchenin_34_38.pdf | 338.31 kB | Adobe PDF | View/Open |
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