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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
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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 Method for Robust ARMA System Identification
ArticleAbstract: This paper presents a new approach to auto-regressive and moving average (ARMA) modeling based on thPalabras claves:ARMA modeling, Cross-correlation, Support vector method, system identification, TIME SERIESAutores:Artés-Rodríguez A., De Prado-Cumplido M., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusSupport vector method for ARMA system identification: A robust cost interpretation
Conference ObjectAbstract: This paper deals with the application of the Support Vector Method (SVM) methodology to the Auto RegPalabras claves:Autores:Artés-Rodríguez A., De Prado-Cumplido M., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusSupport vector robust algorithms for non-parametric spectral analysis
Conference ObjectAbstract: A new approach to the non-parametric spectral estimation on the basis of the Support Vector (SV) fraPalabras claves:Autores:Artés-Rodríguez A., Figueiras-Vidal A.R., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Valdés-Chavarri M.Fuentes:scopus