Intuitionistic fuzzy similarity measures and their role in classification
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 exper...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2015
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| Online Access: | http://eprints.nottingham.ac.uk/30605/ http://eprints.nottingham.ac.uk/30605/ http://eprints.nottingham.ac.uk/30605/ http://eprints.nottingham.ac.uk/30605/1/jisys-2015-0086.pdf |
| Summary: | 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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