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Andness directedness for operators of the OWA and WOWA families

Torra, Vicenç (author)
Umeå universitet,Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Department of Computing Science, MIT-building, Umeå University, Sweden / Hamilton Institute, Maynooth University, Ireland,Skövde Artificial Intelligence Lab, SAIL,Institutionen för datavetenskap,Hamilton Institute, Maynooth University, Maynooth, Ireland; School of Informatics, University of Skövde, Sweden
 (creator_code:org_t)
Elsevier, 2021
2021
English.
In: Fuzzy sets and systems (Print). - : Elsevier. - 0165-0114 .- 1872-6801. ; 414, s. 28-37
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • 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.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
NATURVETENSKAP  -- Fysik -- Subatomär fysik (hsv//swe)
NATURAL SCIENCES  -- Physical Sciences -- Subatomic Physics (hsv//eng)

Keyword

Aggregation operators
Andness
Orness
OWA
WOWA
Fuzzy sets
Aggregation functions
Fuzzy quantifiers
Input values
Fuzzy inference
Skövde Artificial Intelligence Lab (SAIL)
Skövde Artificial Intelligence Lab (SAIL)

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ref (subject category)
art (subject category)

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University of Skövde
Umeå University

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