Intuitionistic fuzzy similarity measures and their role in classification
Baccour, Leila and Alimi, Adel and John, Robert (2015) Intuitionistic fuzzy similarity measures and their role in classification. Journal of Intelligent Systems, 25 (2). pp. 221-227. ISSN 2191-026X (In Press)
Official URL: http://www.degruyter.com/view/j/jisys.ahead-of-print/jisys-2015-0086/jisys-2015-0086.xml
We present some similarity and distance measures between intuitionistic fuzzy sets (IFSs). Thus, we propose two semi-metric distance measures between IFSs. The measures are applied to classification of shapes and handwritten Arabic sentences described with intuitionistic fuzzy information. The experimental results permitted to do a comparative analysis between intuitionistic fuzzy similarity and distance measures, which can facilitate the selection of such measure in similar applications.
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