Manel Martínez-Ramón
Manel Martínez-Ramón
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Cited by
Kernel-based framework for multitemporal and multisource remote sensing data classification and change detection
G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, JL Rojo-Álvarez, ...
IEEE Transactions on Geoscience and Remote Sensing 46 (6), 1822-1835, 2008
Support vector machines in engineering: an overview
S Salcedo‐Sanz, JL Rojo‐Álvarez, M Martínez‐Ramón, G Camps‐Valls
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (3 …, 2014
Support vector method for robust ARMA system identification
JL Rojo-Álvarez, M Martínez-Ramón, M de Prado-Cumplido, ...
IEEE transactions on signal processing 52 (1), 155-164, 2004
Digital signal processing with Kernel methods
JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls
John Wiley & Sons, 2018
Support vector machines for antenna array processing and electromagnetics
M Martínez-Ramón, C Christodoulou
Springer Nature, 2022
Kernel methods in bioengineering, signal and image processing
G Camps-Valls, JL Rojo-Alvarez, M Martínez-Ramón
Igi Global, 2006
Plant identification via adaptive combination of transversal filters
J Arenas-García, M Martínez-Ramón, A Navia-Vazquez, ...
Signal Processing 86 (9), 2430-2438, 2006
Support vector machines for nonlinear kernel ARMA system identification
M Martínez-Ramón, JL Rojo-Alvarez, G Camps-Valls, J Muñoz-Marí, ...
IEEE Transactions on Neural Networks 17 (6), 1617-1622, 2006
An adaptive combination of adaptive filters for plant identification
M Martinez-Ramon, J Arenas-García, A Navia-Vazquez, ...
2002 14th international conference on digital signal processing proceedings …, 2002
Beamforming using support vector machines
M Martínez-Ramón, N Xu, CG Christodoulou
IEEE Antennas and Wireless Propagation Letters 4, 439-442, 2005
Sample selection via clustering to construct support vector-like classifiers
A Lyhyaoui, M Martinez, I Mora, M Vaquez, JL Sancho, ...
Neural Networks, IEEE Transactions on 10 (6), 1474-1481, 1999
Advanced detection of HVAC faults using unsupervised SVM novelty detection and Gaussian process models
PM Van Every, M Rodriguez, CB Jones, AA Mammoli, M Martínez-Ramón
Energy and Buildings 149, 216-224, 2017
Support vector machines framework for linear signal processing
JL Rojo-Álvarez, G Camps-Valls, M Martínez-Ramón, E Soria-Olivas, ...
Signal Processing 85 (12), 2316-2326, 2005
Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia
E Castro, M Martínez-Ramón, G Pearlson, J Sui, VD Calhoun
Neuroimage 58 (2), 526-536, 2011
Support vector machines for robust channel estimation in OFDM
MJFG Garcia, JL Rojo-Álvarez, F Alonso-Atienza, M Martínez-Ramón
IEEE Signal Processing Letters 13 (7), 397-400, 2006
A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia
E Castro, V Gómez-Verdejo, M Martínez-Ramón
NeuroImage 87, 1-17, 2014
fMRI pattern classification using neuroanatomically constrained boosting
M Martínez-Ramón, V Koltchinskii, GL Heileman, S Posse
Neuroimage 31 (3), 1129-1141, 2006
A robust support vector algorithm for nonparametric spectral analysis
JL Rojo-Álvarez, M Martínez-Ramón, AR Figueiras-Vidal, ...
IEEE Signal Processing Letters 10 (11), 320-323, 2003
Deep learning based solar radiation micro forecast by fusion of infrared cloud images and radiation data
M Ajith, M Martínez-Ramón
Applied Energy 294, 117014, 2021
Nonuniform interpolation of noisy signals using support vector machines
JL Rojo-Álvarez, C Figuera-Pozuelo, CE Martínez-Cruz, G Camps-Valls, ...
IEEE transactions on signal processing 55 (8), 4116-4126, 2007
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