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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.

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

Journal Article Type Article
Online Publication Date Oct 24, 2015
Deposit Date Nov 2, 2015
Publicly Available Date Nov 2, 2015
Journal Journal of Intelligent Systems
Print ISSN 0334-1860
Electronic ISSN 2191-026X
Publisher De Gruyter
Peer Reviewed Peer Reviewed
Volume 25
Issue 2
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
Public URL http://eprints.nottingham.ac.uk/id/eprint/30605
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.nottingham.ac.uk/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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