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 | 427 | 2008 |
Detection of life-threatening arrhythmias using feature selection and support vector machines F Alonso-Atienza, E Morgado, L Fernandez-Martinez, A Garcia-Alberola, ... IEEE Transactions on Biomedical Engineering 61 (3), 832-840, 2013 | 255 | 2013 |
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 | 229 | 2014 |
Using big data from customer relationship management information systems to determine the client profile in the hotel sector P Talón-Ballestero, L González-Serrano, C Soguero-Ruiz, ... Tourism Management 68, 187-197, 2018 | 216 | 2018 |
Robust support vector regression for biophysical variable estimation from remotely sensed images G Camps-Valls, L Bruzzone, JL Rojo-Álvarez, F Melgani IEEE Geoscience and remote sensing letters 3 (3), 339-343, 2006 | 210 | 2006 |
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 | 199 | 2004 |
A systematic review of the literature on home monitoring for patients with heart failure A Martínez, E Everss, JL Rojo-Álvarez, DP Figal, A García-Alberola Journal of telemedicine and telecare 12 (5), 234-241, 2006 | 180 | 2006 |
A noninvasive method for assessing impaired diastolic suction in patients with dilated cardiomyopathy R Yotti, J Bermejo, JC Antoranz, MM Desco, C Cortina, JL Rojo-Álvarez, ... Circulation 112 (19), 2921-2929, 2005 | 166 | 2005 |
Traffic sign segmentation and classification using statistical learning methods JM Lillo-Castellano, I Mora-Jiménez, C Figuera-Pozuelo, JL Rojo-Álvarez Neurocomputing 153, 286-299, 2015 | 139 | 2015 |
Kernel methods in bioengineering, signal and image processing G Camps-Valls, JL Rojo-Álvarez, M Martínez-Ramón Igi Global, 2007 | 117 | 2007 |
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 | 115 | 2006 |
Deep learning and big data in healthcare: a double review for critical beginners L Bote-Curiel, S Munoz-Romero, A Gerrero-Curieses, JL Rojo-Álvarez Applied Sciences 9 (11), 2331, 2019 | 110 | 2019 |
Digital signal processing with Kernel methods JL Rojo-Álvarez, M Martínez-Ramón, J Munoz-Mari, G Camps-Valls John Wiley & Sons, 2018 | 107 | 2018 |
Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection F Alonso-Atienza, JL Rojo-Álvarez, A Rosado-Muñoz, JJ Vinagre, ... Expert Systems with Applications 39 (2), 1956-1967, 2012 | 100 | 2012 |
Support vector feature selection for early detection of anastomosis leakage from bag-of-words in electronic health records C Soguero-Ruiz, K Hindberg, JL Rojo-Alvarez, SO Skrøvseth, ... IEEE journal of biomedical and health informatics 20 (5), 1404-1415, 2014 | 94 | 2014 |
Mining numeric association rules with genetic algorithms J Mata, JL Alvarez, JC Riquelme Artificial Neural Nets and Genetic Algorithms: Proceedings of the …, 2001 | 91 | 2001 |
Time-space sampling and mobile device calibration for WiFi indoor location systems C Figuera, JL Rojo-Álvarez, I Mora-Jiménez, A Guerrero-Curieses, ... IEEE Transactions on Mobile Computing 10 (7), 913-926, 2011 | 89 | 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 | 81 | 2005 |
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 | 80 | 2006 |
Predicting colorectal surgical complications using heterogeneous clinical data and kernel methods C Soguero-Ruiz, K Hindberg, I Mora-Jiménez, JL Rojo-Álvarez, ... Journal of biomedical informatics 61, 87-96, 2016 | 79 | 2016 |