Fuzzy closure systems: Motivation, definition and properties

Formal concept analysis
Fuzzy logic
Fuzzy sets
Uncertainty
Authors
Published

1 January 2022

Publication details

International Journal of Approximate Reasoning vol. 148 , pages 151 – 161.

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Abstract

The aim of this paper is to extend closure systems from being crisp sets with certain fuzzy properties to proper fuzzy sets. The presentation of the paper shows a thorough discussion on the different alternatives that could be taken to define the desired fuzzy closure systems. These plausible alternatives are discarded if they are proven impossible to be in a bijective correspondence with closure operators. Finally, a definition of fuzzy closure system is established and a one-to-one relation with closure operators is proved.

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FLAIR: Fuzzy, Logic and Algebraic tools for Information Resources

Formal concept analysis
Fuzzy logic
Uncertainty
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Please, cite this work as:

[Oje+22] M. Ojeda-Hern’ndez, I. P. Cabrera, P. Cordero, et al. “Fuzzy closure systems: Motivation, definition and properties”. In: International Journal of Approximate Reasoning 148 (2022). Cited by: 4; All Open Access, Green Open Access, Hybrid Gold Open Access, p. 151 – 161. DOI: 10.1016/j.ijar.2022.06.004. URL: [https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132519163&doi=10.1016

@ARTICLE{Ojeda-Hernandez2022151,
     author = {Ojeda-Hern’ndez, Manuel and Cabrera, Inma P. and Cordero, Pablo and Muñoz-Velasco, Emilio},
     title = {Fuzzy closure systems: Motivation, definition and properties},
     year = {2022},
     journal = {International Journal of Approximate Reasoning},
     volume = {148},
     pages = {151 – 161},
     doi = {10.1016/j.ijar.2022.06.004},
     url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85132519163&doi=10.1016%2fj.ijar.2022.06.004&partnerID=40&md5=d1a971a21900a5dc0f7c65e4de834098},
     type = {Article},
     publication_stage = {Final},
     source = {Scopus},
     note = {Cited by: 4; All Open Access, Green Open Access, Hybrid Gold Open Access}
}