Dimensionality Reduction and Its F-Transform Representation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F19%3AA20021G6" target="_blank" >RIV/61988987:17610/19:A20021G6 - isvavai.cz</a>
Result on the web
<a href="https://www.atlantis-press.com/proceedings/eusflat-19/125914884" target="_blank" >https://www.atlantis-press.com/proceedings/eusflat-19/125914884</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.2991/eusflat-19.2019.114" target="_blank" >10.2991/eusflat-19.2019.114</a>

Result language
angličtina
Original language name
Dimensionality Reduction and Its F-Transform Representation
Original language description
The aim of this contribution is to connect two techniques: the F-transform on a space with a fuzzy partition and dimensionality reduction. We show how a space with a fuzzy partition can be characterized in terms of the graph Laplacian. After making the spectral analysis of the corresponding Laplacian matrix we compute its eigenvectors and show their relevance to the F-transform basic functions.
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
ISBN
978-94-6252-770-6
ISSN
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e-ISSN
2589-6644
Number of pages
8
Pages from-to
835-842
Publisher name
Atlantis Press
Place of publication
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Event location
Praha
Event date
Sep 9, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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