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Fuzzy set-based methods in instance-based reasoning

IEEE Transactions on Fuzzy SystemsPublished 1 June 2002
Didier Dubois, Eyke Hüllermeier, Henri Prade
Citations55
SJR quartileQ1
SJR score3.61
SNIP2.80

TL;DR

A formal framework of instance-based prediction is presented in which the generalization beyond experience is founded on the concepts of similarity and possibility, and the underlying extrapolation principle is formalized within the framework of fuzzy rules.

Abstract

International audience

Keywords

Computer Science