Adaptive Membership Functions and F-Transform

The definition of the fuzzy-transform (F-transform) has been limited mainly to 1-D signals and 2-D data due to the difficulty of defining membership functions, their centres, and support on a domain with arbitrary dimensionality and topology. We propose a novel method for the adaptive selection of t...

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Bibliographic Details

Published in:	IEEE transactions on fuzzy systems Vol. 32; no. 5; pp. 2786 - 2796
Main Authors:	Cammarasana, Simone, Patane, Giuseppe
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.05.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptive systems Computational efficiency Continuity (mathematics) Convolution Data analysis data-driven membership functions Fuzzy systems fuzzy-transform (F-transform) Image reconstruction Kernel Minimization radial basis functions signal approximation Topology Weighted sum model
ISSN:	1063-6706, 1941-0034
Online Access:	Get full text
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