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IEEE Signal Processing Letters(1)
IEEE Transactions on Neural Networks(1)
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scopus(3)
A robust support vector algorithm for nonparametric spectral analysis
OtherAbstract: A new approach to the nonparametric spectral estimation on the basis of the support vector method (SPalabras claves:Spectral Analysis, Support vector method, Weighted least squares, Welch periodogramAutores:Artés-Rodríguez A., Figueiras-Vidal A.R., García-Armada A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusSupport vector machines for nonlinear Kernel ARMA system identification
ArticleAbstract: Nonlinear system identification based on support vector machines (SVM) has been usually addressed byPalabras claves:Autores:Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J., Navia-Vázquez A., Soria-Olivas E.Fuentes:scopusSupport vector machines framework for linear signal processing
ArticleAbstract: This paper presents a support vector machines (SVM) framework to deal with linear signal processingPalabras claves:Complex ARMA, Gamma filter, Linear processing, Spectral estimation, SUPPORT VECTOR MACHINESAutores:Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Navia-Vázquez A., Soria-Olivas E.Fuentes:scopus