A new Strategy for Scattered Data Approximation Using Radial Basis Functions Respecting Points of Inflection
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43955679" target="_blank" >RIV/49777513:23520/19:43955679 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-24289-3_24" target="_blank" >http://dx.doi.org/10.1007/978-3-030-24289-3_24</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-24289-3_24" target="_blank" >10.1007/978-3-030-24289-3_24</a>
Alternative languages
Result language
angličtina
Original language name
A new Strategy for Scattered Data Approximation Using Radial Basis Functions Respecting Points of Inflection
Original language description
The approximation of scattered data is known technique in computer science. We propose a new strategy for the placement of radial basis functions respecting points of inflection. The placement of radial basis functions has a great impact on the approximation quality. Due to this fact we propose a new strategy for the placement of radial basis functions with respect to the properties of approximated function, including the extreme and the inflection points. Our experimental results proved high quality of the proposed approach and high quality of the final approximation.
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
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Computational Science and Its Applications – ICCSA 2019
ISBN
978-3-030-24288-6
ISSN
0302-9743
e-ISSN
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Number of pages
15
Pages from-to
322-336
Publisher name
Springer
Place of publication
Cham
Event location
Saint Petersburg University, Saint Petersburg
Event date
Jul 1, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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