The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F11%3APU95155" target="_blank" >RIV/00216305:26220/11:PU95155 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE
Original language description
Material corrosion has caused more and more losses and costs these years, so the world begins to pay much attention to this problem. In this paper, we mainly discuss the modelling and feature selection of Material corrosion data. With our experimental data with very small sample size, a model of corrosion rate is built. After specialized data preprocessing. By combining RFE and SVM, a novel feature selection method SVM-RFE is introduced. Then integrating this feature selection method and SVM modelling method, a special modelling framework is built. According to the experiments, the priority of this method is established not only on algorithm efficiency but also on predicting precision.
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>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
34th International Conference on Telecommunications and Signal Processing (TSP 2011)
ISBN
978-1-4577-1409-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
443-447
Publisher name
Neuveden
Place of publication
Neuveden
Event location
Budapest
Event date
Aug 18, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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