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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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. 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. (en)
Title	The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE (en)
skos:prefLabel	The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE (en)
skos:notation	RIV/00216305:26220/11:PU95155!RIV13-MSM-26220___
http://linked.open...avai/predkladatel	Fakulta elektrotechniky a komunikačních technologií
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(ED2.1.00/03.0072), P(ME10123), S, Z(MSM0021630513)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Říha, Kamil
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	211754
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/11:PU95155
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Corrosion Modeling, Data processing Feature Selection, SVM-RF. (en)
http://linked.open.../riv/klicoveSlovo	Corrosion Modeling Data processing Feature Selection SVM-RF.
http://linked.open...ontrolniKodProRIV	[92E104595BBA]
http://linked.open...v/mistoKonaniAkce	Budapest
http://linked.open...i/riv/mistoVydani	Neuveden
http://linked.open...i/riv/nazevZdroje	34th International Conference on Telecommunications and Signal Processing (TSP 2011)
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Centre of sensor, information and communication systems The Research of Algorithms for Processing of Digital Images and Image Sequences
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Burget, Radim Fu, Dongmei Qui, Xintao Říha, Kamil Fu, Zhenduo
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000299568700091
http://linked.open.../riv/zahajeniAkce	2011-08-18 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Advanced Electronic Communication Systems and Technologies (ELCOM)
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Neuveden
https://schema.org/isbn	978-1-4577-1409-2
http://localhost/t...ganizacniJednotka	26220
is http://linked.open...avai/riv/vysledek of	The Method for Material Corrosion Modelling and Feature Selection with SVM-RFE

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