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...

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Bibliographic Details
Published in:Journal of intelligent systems 2016-04, Vol.25 (2), p.221-237
Main Authors: Baccour, Leila, Alimi, Adel M., John, Robert I.
Format: Article
Language:English
Subjects:
Classification
Comparative analysis
Datasets
distance measures
Fuzzy sets
handwritten Arabic sentence classification
Intelligent systems
intuitionistic fuzzy sets
Logic programming
semi-metric distance measures
shape classification
Similarity measures
Studies
type-1 fuzzy sets
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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.
ISSN:0334-1860
2191-026X
DOI:10.1515/jisys-2015-0086