Documentos de Martinez-Ramon M. | REDI

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Área temáticas: "Métodos informáticos especiales"

Subtipo de publicación

Conference Object(2)

Publisher

IEEE Signal Processing Letters(2)

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)

Digital Signal Processing with Kernel Methods(1)

Eurasip Journal on Advances in Signal Processing(1)

IEEE Transactions on Antennas and Propagation(1)

Área temáticas

Física aplicada(3)

Programación informática, programas, datos, seguridad(2)

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Ingeniería y operaciones afines(1)

Área de conocimiento

Aprendizaje automático(8)

Optimización matemática(4)

Ciencias de la computación(3)

Inferencia estadística(1)

Año de Publicación

Origen

Palabras Claves

Support vector method(2)

ARMA modeling(1)

Binary Support Vector Machine classifier (SVM) and one-class Support Vector Domain Description (SVDD) classifier(1)

Classifiers based on statistical learning theory, binary SVM and one-class SVDD classifier(1)

Composite kernels(1)

A robust support vector algorithm for nonparametric spectral analysis

Abstract: A new approach to the nonparametric spectral estimation on the basis of the support vector method (S

Palabras claves:

Spectral Analysis, Support vector method, Weighted least squares, Welch periodogram

Artés-Rodríguez A., Figueiras-Vidal A.R., García-Armada A., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

A support vector machine music algorithm

Abstract: This paper introduces a new Support Vector Machine (SVM) formulation for the direction of arrival (D

Palabras claves:

direction of arrival (DOA), Minimum Variance Distortionless Response (MVDR), MUltiple SIgnal Characterization (MUSIC), support vector machine (SVM)

Camps-Valls G., Christodoulou C.G., El Gonnouni A., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Digital signal processing with kernel methods

Abstract: A realistic and comprehensive review of joint approaches to machine learning and signal processing a

Palabras claves:

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.

Multi-Temporal Image Classification with Kernels

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 formulations

Calpe-Maravilla J., Camps-Valls G., Gómez-Chova L., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Muñnoz-Marí J.

Nonlinear system identification with composite relevance vector machines

Abstract: Nonlinear system identification based on relevance vector machines (RVMs) has been traditionally add

Palabras claves:

Composite kernels, Nonlinear system identification, Relevance vector machine (RVM)

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Mun̈oz-Marí J.

Sparse deconvolution using support vector machines

Abstract: Sparse deconvolution is a classical subject in digital signal processing, having many practical appl

Palabras claves:

Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martínez-Cruz C.E., Martinez-Ramon M., Mun̈oz-Marí J.

Support Vector Method for Robust ARMA System Identification

Abstract: This paper presents a new approach to auto-regressive and moving average (ARMA) modeling based on th

Palabras claves:

ARMA modeling, Cross-correlation, Support vector method, system identification, TIME SERIES

Artés-Rodríguez A., De Prado-Cumplido M., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Support vector machines in engineering: An overview

Abstract: This paper provides an overview of the support vector machine (SVM) methodology and its applicabilit

Palabras claves:

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Salcedo-Sanz S.

Support vector method for ARMA system identification: A robust cost interpretation

Conference Object

Abstract: This paper deals with the application of the Support Vector Method (SVM) methodology to the Auto Reg

Palabras claves:

Artés-Rodríguez A., De Prado-Cumplido M., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Support vector robust algorithms for non-parametric spectral analysis

Conference Object

Abstract: A new approach to the non-parametric spectral estimation on the basis of the Support Vector (SV) fra

Palabras claves:

Artés-Rodríguez A., Figueiras-Vidal A.R., GarcÍa-Alberola A., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Valdés-Chavarri M.