Behavioral Study of Various Radial Basis Functions for Approximation and Interpolation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F20%3A43958007" target="_blank" >RIV/49777513:23520/20:43958007 - isvavai.cz</a>
Result on the web
<a href="http://conf.uni-obuda.hu/sami2020/" target="_blank" >http://conf.uni-obuda.hu/sami2020/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SAMI48414.2020.9108712" target="_blank" >10.1109/SAMI48414.2020.9108712</a>
Alternative languages
Result language
angličtina
Original language name
Behavioral Study of Various Radial Basis Functions for Approximation and Interpolation
Original language description
Both approximation and interpolation are techniques commonly used in many scientific areas. Many approaches are depending on input data type, result purpose etc. Input data can be formed in a mesh or not (meshless/meshfree data). This contribution is oriented on meshless data approximation and interpolation using Radial Basis Functions (RBFs). Different RBFs behaves differently, but many of them have a shape parameter. This paper compares various RBFs concerning its shape parameters and provides some experimental results for each of the selected RBF.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA17-05534S" target="_blank" >GA17-05534S: Meshless methods for large scattered spatio-temporal vector data visualization</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
SAMI 2020
ISBN
978-1-72813-149-8
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
135-140
Publisher name
IEEE
Place of publication
Danvers
Event location
Herlany
Event date
Jan 23, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000589772600026