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Andness directedness for operators of the OWA and WOWA families
University of Skövde, School of Informatics. University of Skövde, Informatics Research Environment. Department of Computing Science, MIT-building, Umeå University, Sweden / Hamilton Institute, Maynooth University, Ireland. (Skövde Artificial Intelligence Lab, SAIL)ORCID iD: 0000-0002-0368-8037
2021 (English)In: Fuzzy sets and systems (Print), ISSN 0165-0114, E-ISSN 1872-6801, Vol. 414, p. 28-37Article in journal (Refereed) Published
Abstract [en]

Andness directed aggregation is about selecting aggregators from a desired andness level. In this paper we consider operators of the OWA and WOWA families: aggregation functions that permit us to represent some degree of compensation of the input values. In addition to compensation, WOWA permits us to represent importance (weights) of the input values. Selection of appropriate parameters given an andness level will be based on families of fuzzy quantifiers.

Place, publisher, year, edition, pages
Elsevier, 2021. Vol. 414, p. 28-37
Keywords [en]
Aggregation operators, Andness, Orness, OWA, WOWA, Fuzzy sets, Aggregation functions, Fuzzy quantifiers, Input values, Fuzzy inference
National Category
Computer Sciences
Research subject
Skövde Artificial Intelligence Lab (SAIL)
Identifiers
URN: urn:nbn:se:his:diva-19143DOI: 10.1016/j.fss.2020.09.004ISI: 000645901400002Scopus ID: 2-s2.0-85091252122OAI: oai:DiVA.org:his-19143DiVA, id: diva2:1472225
Note

CC BY 4.0

Available online 14 September 2020

Available from: 2020-10-01 Created: 2020-10-01 Last updated: 2021-07-02Bibliographically approved

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Torra, Vicenç

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CiteExportLink to record
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Citation style
  • apa
  • apa-cv
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
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  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • asciidoc
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