2-set-based extended functions

2-set-based extended functions

We generalize set-based extended functions, recently introduced by Mesiar et al., into 2-set-based extended functions. In both cases, an efficient reduction of repeated data to be fused is considered which prepares a sound background for big data processing. We discuss and study several types of 2-s...

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Veröffentlicht in:Iranian journal of fuzzy systems (Online) 2021-05, Vol.18 (3), p.13
Hauptverfasser: Mesiar, R, Kolesarova, A, Borkotokey, S
Format: Artikel
Sprache:eng
Schlagworte:
Big Data
Boolean
Data processing
Mathematics
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Zusammenfassung:We generalize set-based extended functions, recently introduced by Mesiar et al., into 2-set-based extended functions. In both cases, an efficient reduction of repeated data to be fused is considered which prepares a sound background for big data processing. We discuss and study several types of 2-set-based extended functions, in particular, 2-set-based extended aggregation functions, including t-norms, t-conorms, uninorms, nullnorms and OWA operators.
ISSN:1735-0654
2676-4334
DOI:10.22111/ijfs.2021.6078