Data-Driven Fuzzy Transform

The Fuzzy transform is applied mainly to 1-D signals and 2-D data organized as a regular grid (e.g., 2-D images), thus, limiting its potential application to arbitrary data in terms of dimensionality and structure. This article defines and analyzes the properties of the data-driven F-transform, with...

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Bibliographic Details

Published in:	IEEE transactions on fuzzy systems Vol. 30; no. 9; pp. 3774 - 3784
Main Author:	Patane, Giuseppe
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.09.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Adaptation models Chebyshev approximation Chebyshev polynomials data-driven Fuzzy-transform (F-transform) data-driven membership functions F-transform Kernel Laplace equations Laplacian spectrum Linear systems Operators (mathematics) Polynomials Splines (mathematics) Transforms
ISSN:	1063-6706, 1941-0034
Online Access:	Get full text
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