From Restricted Equivalence Functions on L^ to Similarity measures between fuzzy multisets

Restricted equivalence functions are well-known functions to compare two numbers in the interval between 0 and 1. Despite the numerous works studying the properties of restricted equivalence functions and their multiple applications as support for different similarity measures, an extension of these...

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Veröffentlicht in:IEEE transactions on fuzzy systems 2023-08, Vol.31 (8), p.1-14
Hauptverfasser: Ferrero-Jaurrieta, Mikel, Takac, Zdenko, Rodriguez-Martinez, Iosu, Marco-Detchart, Cedric, Bernardini, Angela, Fernandez, Javier, Lopez-Molina, Carlos, Bustince, Humberto
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Sprache:eng
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Zusammenfassung:Restricted equivalence functions are well-known functions to compare two numbers in the interval between 0 and 1. Despite the numerous works studying the properties of restricted equivalence functions and their multiple applications as support for different similarity measures, an extension of these functions to an n-dimensional space is absent from the literature. In this paper, we present a novel contribution to the restricted equivalence function theory, allowing to compare multivalued elements. Specifically, we extend the notion of restricted equivalence functions from L to L^{n} and present a new similarity construction on L^{n}. Our proposal is tested in the context of color image anisotropic diffusion as an example of one of its many applications.
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2023.3235405