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Learning weights for the quasi-weighted means

IEEE Transactions on Fuzzy SystemsPublished 1 October 2002
Vicenç Torra
Citations45
SJR quartileQ1
SJR score3.61
SNIP2.80

TL;DR

The paper finishes considering the use of parametric functions that are suitable when the values to aggregate are measure values or ratio.

Abstract

We study the determination of weights for quasi-weighted means (also called quasi-linear means) when a set of examples is given. We consider first a simple case, the learning of weights for weighted means, and then we extend the approach to the more general case of a quasi-weighted mean. We consider the case of a known arbitrary generator f. The paper finishes considering the use of parametric functions that are suitable when the values to aggregate are measure values or ratio.

Keywords

Computer ScienceDecision Sciences