Suchergebnisse - "data-driven membership functions"
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Adaptive Membership Functions and F-Transform
ISSN: 1063-6706, 1941-0034Veröffentlicht: New York IEEE 01.05.2024Veröffentlicht in IEEE transactions on fuzzy systems (01.05.2024)“… 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, …”
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Out-of-Sample Extension of the Fuzzy Transform
ISSN: 1063-6706, 1941-0034Veröffentlicht: New York IEEE 01.03.2024Veröffentlicht in IEEE transactions on fuzzy systems (01.03.2024)“… This paper addresses the definition and computation of the out-of-sample membership functions and the resulting outof-sample FT, which extend their discrete …”
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Data-Driven Fuzzy Transform
ISSN: 1063-6706, 1941-0034Veröffentlicht: New York IEEE 01.09.2022Veröffentlicht in IEEE transactions on fuzzy systems (01.09.2022)“… This article defines and analyzes the properties of the data-driven F-transform, with a focus on the construction of the class of data-driven membership functions, which are multiscale, local …”
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Continuous Fuzzy Transform as Integral Operator
ISSN: 1063-6706, 1941-0034Veröffentlicht: New York IEEE 01.10.2021Veröffentlicht in IEEE transactions on fuzzy systems (01.10.2021)“… The fuzzy transform (F-transform) is ubiquitous in different research fields and applications, such as image and data compression, data mining, knowledge …”
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Continuous Fuzzy Transform as Integral Operator
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 27.07.2020Veröffentlicht in arXiv.org (27.07.2020)“… The Fuzzy transform is ubiquitous in different research fields and applications, such as image and data compression, data mining, knowledge discovery, and the …”
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