Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems

Detalhes bibliográficos
Autor(a) principal: Marar, João Fernando [UNESP]
Data de Publicação: 1998
Outros Autores: Carvalho, ECB, dos Santos, J. D.
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1117/12.304895
http://hdl.handle.net/11449/8269
Resumo: Neural networks and wavelet transform have been recently seen as attractive tools for developing eficient solutions for many real world problems in function approximation. Function approximation is a very important task in environments where computation has to be based on extracting information from data samples in real world processes. So, mathematical model is a very important tool to guarantee the development of the neural network area. In this article we will introduce one series of mathematical demonstrations that guarantee the wavelets properties for the PPS functions. As application, we will show the use of PPS-wavelets in pattern recognition problems of handwritten digit through function approximation techniques.
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spelling Mathematical tests about the existence and applications of PPS-wavelets in function approximation problemsPPSneural networksfunction approximationwavelet transformNeural networks and wavelet transform have been recently seen as attractive tools for developing eficient solutions for many real world problems in function approximation. Function approximation is a very important task in environments where computation has to be based on extracting information from data samples in real world processes. So, mathematical model is a very important tool to guarantee the development of the neural network area. In this article we will introduce one series of mathematical demonstrations that guarantee the wavelets properties for the PPS functions. As application, we will show the use of PPS-wavelets in pattern recognition problems of handwritten digit through function approximation techniques.Univ Estadual Paulista, UNESP, Dept Comp Sci, Bauru, SP, BrazilUniv Estadual Paulista, UNESP, Dept Comp Sci, Bauru, SP, BrazilSpie - Int Soc Optical EngineeringUniversidade Estadual Paulista (Unesp)Marar, João Fernando [UNESP]Carvalho, ECBdos Santos, J. D.2014-05-20T13:25:55Z2014-05-20T13:25:55Z1998-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject455-466http://dx.doi.org/10.1117/12.304895Wavelet Applications V. Bellingham: Spie-int Soc Optical Engineering, v. 3391, p. 455-466, 1998.0277-786Xhttp://hdl.handle.net/11449/826910.1117/12.304895WOS:0000734542000441233049484488761Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengWavelet Applications Vinfo:eu-repo/semantics/openAccess2024-04-23T16:11:27Zoai:repositorio.unesp.br:11449/8269Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-04-23T16:11:27Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
title Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
spellingShingle Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
Marar, João Fernando [UNESP]
PPS
neural networks
function approximation
wavelet transform
title_short Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
title_full Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
title_fullStr Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
title_full_unstemmed Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
title_sort Mathematical tests about the existence and applications of PPS-wavelets in function approximation problems
author Marar, João Fernando [UNESP]
author_facet Marar, João Fernando [UNESP]
Carvalho, ECB
dos Santos, J. D.
author_role author
author2 Carvalho, ECB
dos Santos, J. D.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Marar, João Fernando [UNESP]
Carvalho, ECB
dos Santos, J. D.
dc.subject.por.fl_str_mv PPS
neural networks
function approximation
wavelet transform
topic PPS
neural networks
function approximation
wavelet transform
description Neural networks and wavelet transform have been recently seen as attractive tools for developing eficient solutions for many real world problems in function approximation. Function approximation is a very important task in environments where computation has to be based on extracting information from data samples in real world processes. So, mathematical model is a very important tool to guarantee the development of the neural network area. In this article we will introduce one series of mathematical demonstrations that guarantee the wavelets properties for the PPS functions. As application, we will show the use of PPS-wavelets in pattern recognition problems of handwritten digit through function approximation techniques.
publishDate 1998
dc.date.none.fl_str_mv 1998-01-01
2014-05-20T13:25:55Z
2014-05-20T13:25:55Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1117/12.304895
Wavelet Applications V. Bellingham: Spie-int Soc Optical Engineering, v. 3391, p. 455-466, 1998.
0277-786X
http://hdl.handle.net/11449/8269
10.1117/12.304895
WOS:000073454200044
1233049484488761
url http://dx.doi.org/10.1117/12.304895
http://hdl.handle.net/11449/8269
identifier_str_mv Wavelet Applications V. Bellingham: Spie-int Soc Optical Engineering, v. 3391, p. 455-466, 1998.
0277-786X
10.1117/12.304895
WOS:000073454200044
1233049484488761
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Wavelet Applications V
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 455-466
dc.publisher.none.fl_str_mv Spie - Int Soc Optical Engineering
publisher.none.fl_str_mv Spie - Int Soc Optical Engineering
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799965411113959424

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