Fuzzy Clustering Data Given in the Ordinal Scale

A fuzzy clustering algorithm for multidimensional data is proposed in this article. The data is described by vectors whose components are linguistic variables defined in an ordinal scale. The obtained results confirm the efficiency of the proposed approach.

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Veröffentlicht in:International journal of intelligent systems and applications 2017, Vol.9 (1), p.67-74
Hauptverfasser: Hu, Zhengbing, Bodyanskiy, Yevgeniy V., Tyshchenko, Oleksii K., Samitova, Viktoriia O.
Format: Artikel
Sprache:eng
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Zusammenfassung:A fuzzy clustering algorithm for multidimensional data is proposed in this article. The data is described by vectors whose components are linguistic variables defined in an ordinal scale. The obtained results confirm the efficiency of the proposed approach.
ISSN:2074-904X
2074-9058
DOI:10.5815/ijisa.2017.01.07