✦ LIBER ✦

How to build aggregation operators from data

✍ Scribed by G. Beliakov

Publisher: John Wiley and Sons
Year: 2003
Tongue: English
Weight: 137 KB
Volume: 18
Category: Article
ISSN: 0884-8173
DOI: 10.1002/int.10120

No coin nor oath required. For personal study only.

✦ Synopsis

This article discusses a range of regression techniques specifically tailored to building aggregation operators from empirical data. These techniques identify optimal parameters of aggregation operators from various classes (triangular norms, uninorms, copulas, ordered weighted aggregation (OWA), generalized means, and compensatory and general aggregation operators), while allowing one to preserve specific properties such as commutativity or associativity.

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