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)

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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.

Item Type: Article
Keywords: Similarity measures, distance measures, intuitionistic fuzzy sets, semi-metric distance measures, handwritten Arabic sentence classification, shape classification, type-1 fuzzy sets
Schools/Departments: University of Nottingham UK Campus > Faculty of Science > School of Computer Science
Identification Number: https://doi.org/10.1515/jisys-2015-0086
Depositing User: John, Professor Robert
Date Deposited: 02 Nov 2015 14:01
Last Modified: 26 Oct 2016 06:50
URI: http://eprints.nottingham.ac.uk/id/eprint/30605

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