Intuitionistic Fuzzy Similarity Measures and Their Role in Classification

Baccour, Leila; Alimi, Adel; John, Robert

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. (2016). Intuitionistic Fuzzy Similarity Measures and Their Role in Classification. Journal of Intelligent Systems, 25(2), https://doi.org/10.1515/jisys-2015-0086

• Journal Article Type: Article
• Acceptance Date: Oct 24, 2015
• Online Publication Date: Oct 24, 2015
• Publication Date: Apr 14, 2016
• 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: https://nottingham-repository.worktribe.com/output/763234
• Publisher URL: https://www.degruyter.com/document/doi/10.1515/jisys-2015-0086/html