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Averaged similarities generable by single attributes

Author
Boixader, D.; Recasens, J.
Type of activity
Presentation of work at congresses
Name of edition
18th International Conference of the Catalan Association for Artificial Intelligence
Date of publication
2015
Presentation's date
2015-10-21
Book of congress proceedings
Artificial Intelligence Research and Development: Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence (CCIA 2015) held in Valencia, Spain, in October 2015
First page
41
Last page
48
Repository
http://hdl.handle.net/2117/82349 Open in new window
Abstract
In a theoretical setting, the Representation Theorem is used to generate T-indistinguishability operators (fuzzy similarity relations) from a given set of fuzzy criteria. In applied domains, though, other ways of generation are often used which involve quasi-arithmetic means. In this paper we study when one single fuzzy subset, obtained by averaging multiple fuzzy criteria, is able to generate the same T-indistinguishability operator obtained by all of them, either exactly or approximately.
Citation
Boixader, D., Recasens, J. Averaged similarities generable by single attributes. A: International Conference of the Catalan Association for Artificial Intelligence. "Artificial Intelligence Research and Development: Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence". Valencia: 2015, p. 41-48.
Keywords
Generator, Indistinguishability operator, Quasi-arithmetic mean, Representation Theorem

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