| 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 | 451 | 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 | 368 | 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 | 209 | 2004 |
| Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018 | 166* | 2018 |
| Support vector machines for antenna array processing and electromagnetics M Martínez-Ramón, CG Christodoulou Morgan & Claypool Publishers, 2006 | 148 | 2006 |
| Kernel methods in bioengineering, signal and image processing G Camps-Valls, JL Rojo-Alvarez, M Martinez-Ramon. Igi Global, 2006 | 132 | 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 | 122 | 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 | 118 | 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 | 113 | 2002 |
| 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 | 99 | 2021 |
| 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 | 98 | 2017 |
| Beamforming using support vector machines M Martínez-Ramón, N Xu, CG Christodoulou IEEE Antennas and Wireless Propagation Letters 4, 439-442, 2005 | 96 | 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 | 91 | 1999 |
| 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 | 90 | 2006 |
| 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 | 87 | 2011 |
| 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 | 86 | 2005 |
| 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 | 76 | 2014 |
| Deep learning algorithms for very short term solar irradiance forecasting: A survey M Ajith, M Martínez-Ramón Renewable and Sustainable Energy Reviews 182, 113362, 2023 | 67 | 2023 |
| fMRI pattern classification using neuroanatomically constrained boosting M Martínez-Ramón, V Koltchinskii, GL Heileman, S Posse Neuroimage 31 (3), 1129-1141, 2006 | 63 | 2006 |
| Semi-supervised facial expression recognition using reduced spatial features and Deep Belief Networks AR Kurup, M Ajith, M Martínez-Ramón Neurocomputing, 2019 | 61 | 2019 |
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
