Documentos de Martinez-Ramon M. | REDI

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Palabras Claves: "SUPPORT VECTOR MACHINES"

Subtipo de publicación

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IEEE Transactions on Antennas and Propagation(1)

Neurocomputing(1)

Signal Processing(1)

Área temáticas

Ciencias de la computación(2)

Física aplicada(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(1)

Comunicación(1)

Red inalámbrica(1)

Año de Publicación

Origen

Palabras Claves

Antenna arrays(1)

Complex ARMA(1)

Gamma filter(1)

Iterated pbkp_rediction(1)

Kernel antenna array processing

Abstract: We introduce two support vector machine (SVM)-based approaches for solving antenna problems such as

Palabras claves:

Antenna arrays, BEAMFORMING, Kernel method, Mercer's kernels, SUPPORT VECTOR MACHINES

Camps-Valls G., Christodoulou C.G., Jose Luis Rojo-Álvarez, Martinez-Ramon M.

Robust γ-filter using support vector machines

Abstract: This Letter presents a new approach to time-series modelling using the support vector machines (SVM)

Palabras claves:

channel equalization, Iterated pbkp_rediction, SUPPORT VECTOR MACHINES, γ-Filter

Camps-Valls G., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Soria-Olivas E.

Support vector machines framework for linear signal processing

Abstract: This paper presents a support vector machines (SVM) framework to deal with linear signal processing

Palabras claves:

Complex ARMA, Gamma filter, Linear processing, Spectral estimation, SUPPORT VECTOR MACHINES

Camps-Valls G., Figueiras-Vidal A.R., Jose Luis Rojo-Álvarez, Martinez-Ramon M., Navia-Vázquez A., Soria-Olivas E.