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Intuitionistic fuzzy similarity measures and their role in classification

Baccour, Leila; Alimi, Adel; John, Robert

Authors

Leila Baccour

Adel Alimi

Robert John robert.john@nottingham.ac.uk



Abstract

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.

Journal Article Type Article
Journal Journal of Intelligent Systems
Print ISSN 0334-1860
Electronic ISSN 2191-026X
Publisher De Gruyter
Peer Reviewed Peer Reviewed
Volume 25
Issue 2
APA6 Citation Baccour, L., Alimi, A., & John, R. Intuitionistic fuzzy similarity measures and their role in classification. Journal of Intelligent Systems, 25(2), doi:10.1515/jisys-2015-0086
DOI https://doi.org/10.1515/jisys-2015-0086
Keywords Similarity measures, distance measures, intuitionistic fuzzy sets, semi-metric distance measures, handwritten Arabic sentence classification, shape classification, type-1 fuzzy sets
Publisher URL http://www.degruyter.com/view/j/jisys.ahead-of-print/jisys-2015-0086/jisys-2015-0086.xml
Copyright Statement Copyright information regarding this work can be found at the following address: http://eprints.nottingh.../end_user_agreement.pdf

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Copyright Statement
Copyright information regarding this work can be found at the following address: http://eprints.nottingham.ac.uk/end_user_agreement.pdf





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