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Andness directednes...
Andness directedness for operators of the OWA and WOWA families
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- 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
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(creator_code:org_t)
- Elsevier, 2021
- 2021
- English.
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In: Fuzzy sets and systems (Print). - : Elsevier. - 0165-0114 .- 1872-6801. ; 414, s. 28-37
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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)
Publication and Content Type
- ref (subject category)
- art (subject category)
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