Spectral high resolution feature selection for retrieval of combustion temperature profiles

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dc.contributor.author García-Cuesta, Esteban
dc.contributor.author Galván, Inés M.
dc.contributor.author Castro, Antonio J. de
dc.date.accessioned 2009-06-22T10:57:14Z
dc.date.available 2009-06-22T10:57:14Z
dc.date.issued 2006
dc.identifier.bibliographicCitation Intelligent Data Engineering and Automated Learning. IDEAL 2006. Berlin : Springer, 2006, p. 754-762
dc.identifier.isbn ISBN 978-3-540-45485-4
dc.identifier.issn 0302-9743 (Print)
dc.identifier.issn 1611-3349 (Online)
dc.identifier.uri http://hdl.handle.net/10016/4470
dc.description Proceeding of: 7th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2006 (Burgos, Spain, September 20-23, 2006)
dc.description.abstract The use of high spectral resolution measurements to obtain a retrieval of certain physical properties related with the radiative transfer of energy leads a priori to a better accuracy. But this improvement in accuracy is not easy to achieve due to the great amount of data which makes difficult any treatment over it and it's redundancies. To solve this problem, a pick selection based on principal component analysis has been adopted in order to make the mandatory feature selection over the different channels. In this paper, the capability to retrieve the temperature profile in a combustion environment using neural networks jointly with this spectral high resolution feature selection method is studied.
dc.format.mimetype text/plain
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Springer
dc.relation.ispartofseries Lecture notes in computer science; 4224
dc.rights ©Springer
dc.subject.other Spectral high resolution
dc.subject.other Combustion temperature
dc.title Spectral high resolution feature selection for retrieval of combustion temperature profiles
dc.type bookPart
dc.type conferenceObject
dc.type.review PeerReviewed
dc.description.status Publicado
dc.relation.publisherversion http://dx.doi.org/10.1007/11875581_91
dc.subject.eciencia Informática
dc.identifier.doi 10.1007/11875581_91
dc.rights.accessRights openAccess
dc.relation.eventnumber 7
dc.relation.eventplace Burgos (Spain)
dc.relation.eventplace September 20-23, 2006
dc.relation.eventtitle International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2006
dc.relation.eventtype proceeding
dc.identifier.publicationfirstpage 754
dc.identifier.publicationlastpage 762
dc.identifier.publicationtitle Intelligent Data Engineering and Automated Learning. IDEAL 2006
dc.identifier.publicationvolume 4224
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