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Kernel Methods in Bioengineering, Signal and Image Processing(2)
Digital Signal Processing with Kernel Methods(1)
Eurasip Journal on Advances in Signal Processing(1)
IEEE Signal Processing Letters(1)
IEEE Transactions on Geoscience and Remote Sensing(1)
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scopus(9)
Digital signal processing with kernel methods
BookAbstract: A realistic and comprehensive review of joint approaches to machine learning and signal processing aPalabras claves:Autores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopusDiscrete time signal processing framework with support vector machines
Book PartAbstract: Digital signal processing (DSP) of time series using SVM has been addressed in the literature with aPalabras claves:Autores:Camps-Valls G., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M.Fuentes:scopusMulti-Temporal Image Classification with Kernels
Book PartAbstract:Palabras claves:Binary Support Vector Machine classifier (SVM) and one-class Support Vector Domain Description (SVDD) classifier, Classifiers based on statistical learning theory, binary SVM and one-class SVDD classifier, Contextual and multi-source data fusion with kernels, Family of powerful nonlinear classification methods for multi-temporal classification, Good classification performance using spectral signature, Linking Gaussian Markov Random Fields (GMRF) at different dates, Multi-temporal classification and change detection with kernels, Multi-temporal classification of remote sensing images, Multi-temporal image classification with kernels, Two kernel-based formulationsAutores:Calpe-Maravilla J., Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Muñnoz-Marí J.Fuentes:scopusNonuniform interpolation of noisy signals using support vector machines
ArticleAbstract: The problem of signal interpolation has been intensively studied in the Information Theory literaturPalabras claves:Dual Signal Model, Interpolation, Mercer's kernel, Nonuniform sampling, Primal signal model, signal, Sinc kernel, support vector machine (SVM)Autores:Alonso-Atienza F., Camps-Valls G., Figuera-Pozuelo C., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M.Fuentes:scopusKernel methods in bioengineering, signal and image processing
BookAbstract: In the last decade, a number of powerful kernel-based learning methods have been proposed in the macPalabras claves:Autores:Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M.Fuentes:scopusKernel-based framework for multitemporal and multisource remote sensing data classification and change detection
ArticleAbstract: The multitemporal classification of remote sensing images is a challenging problem, in which the effPalabras claves:Change detection, Information Fusion, kernel methods, Multisource, Multitemporal classification, Support vector (SV) domain description (SVDD), support vector machine (SVM)Autores:Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopusSparse deconvolution using support vector machines
ArticleAbstract: Sparse deconvolution is a classical subject in digital signal processing, having many practical applPalabras claves:Autores:Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M., Mun̈oz-Marí J.Fuentes:scopusSupport vector machines for robust channel estimation in OFDM
ArticleAbstract: A new support vector machine (SVM) algorithm for coherent robust demodulation in orthogonal frequencPalabras claves:Channel estimation, complex, orthogonal frequency-division multiplexing (OFDM), Robust Estimation, support vector machine (SVM)Autores:Alonso-Atienza F., Fernández-Getino García M.J., Jose Luis Rojo-Álvarez, Martinez-Ramon M.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