Aggregation Under Uncertainty

Aggregation Under Uncertainty

Basic uncertain information (BUI) in the form \langle x;c \rangle , where x \in [0,1] is an observed datum and c \in [0,1] is its reliability, is discussed and studied. The concept of BUI's aggregation is introduced and some construction methods are proposed and exemplified. The connection with...

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Veröffentlicht in:IEEE transactions on fuzzy systems 2018-08, Vol.26 (4), p.2475-2478
Hauptverfasser: Mesiar, Radko, Borkotokey, Surajit, Jin, LeSheng, Kalina, Martin
Format: Artikel
Sprache:eng
Schlagworte:
Agglomeration
Aggregation function
basic uncertain information(BUI)
Data models
Electronic mail
Gravity
implication function
Indexes
Mathematical model
quasi-copula
Reliability
Uncertainty
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Beschreibung
Zusammenfassung:Basic uncertain information (BUI) in the form \langle x;c \rangle , where x \in [0,1] is an observed datum and c \in [0,1] is its reliability, is discussed and studied. The concept of BUI's aggregation is introduced and some construction methods are proposed and exemplified. The connection with interval-valued data and their aggregation is also discussed.
ISSN:1063-6706
1941-0034
DOI:10.1109/TFUZZ.2017.2756828