2009 | ||
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25 | EE | Gustavo Camps-Valls, Jordi Muñoz-Marí, Manel Martínez-Ramón, Jesús Requena-Carrión, José Luis Rojo-Álvarez: Learning non-linear time-scales with kernel gamma-filters. Neurocomputing 72(4-6): 1324-1328 (2009) |
2008 | ||
24 | EE | Juan Gómez-Sanchís, Gustavo Camps-Valls, Enrique Moltó, Luis Gómez-Chova, N. Aleixos, José Blasco: Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins. ICIAR 2008: 1071-1080 |
23 | EE | Valero Laparra, Juan Gutierrez, Gustavo Camps-Valls, Jesus Malo: Recovering wavelet relations using SVM for image denoising. ICIP 2008: 541-544 |
22 | EE | Gustavo Camps-Valls, Antonio Rodrigo-González: Classification of Satellite Images with Regularized AdaBoosting of RBF Neural Networks. Speech, Audio, Image and Biomedical Signal Processing using Neural Networks 2008: 307-326 |
2007 | ||
21 | EE | José Luis Rojo-Álvarez, C. Figuera-Pozuelo, C. E. Martinez-Cruz, Gustavo Camps-Valls, Felipe Alonso Atienza, Manel Martínez-Ramón: Nonuniform Interpolation of Noisy Signals Using Support Vector Machines. IEEE Transactions on Signal Processing 55(8): 4116-4126 (2007) |
20 | EE | Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Fernando Pérez-Cruz, Antonio Artés-Rodríguez, N. Víctor Jiménez: Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(3): 359-372 (2007) |
19 | EE | Tatyana V. Bandos, Gustavo Camps-Valls, Emilio Soria-Olivas: Statistical criteria for early-stopping of support vector machines. Neurocomputing 70(13-15): 2588-2592 (2007) |
2006 | ||
18 | EE | Felipe Alonso Atienza, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Alfredo Rosado Muñoz, Arcadio García-Alberola: Bootstrap feature selection in support vector machines for ventricular fibrillation detection. ESANN 2006: 233-238 |
17 | EE | Manel Martínez-Ramón, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Jordi Muñoz-Marí, Angel Navia-Vázquez, Emilio Soria-Olivas, Aníbal R. Figueiras-Vidal: Support Vector Machines for Nonlinear Kernel ARMA System Identification. IEEE Transactions on Neural Networks 17(6): 1617-1622 (2006) |
16 | EE | Gustavo Camps-Valls, Luis Gómez-Chova, Joan Vila-Francés, José David Martín-Guerrero, Antonio J. Serrano-López, Emilio Soria-Olivas: Enhancing decision-based neural networks through local competition. Neurocomputing 69(7-9): 905-908 (2006) |
15 | EE | Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Joan Vila-Francés, Gustavo Camps-Valls: Efficient pruning of multilayer perceptrons using a fuzzy sigmoid activation function. Neurocomputing 69(7-9): 909-912 (2006) |
14 | EE | Luis Gómez-Chova, Diego Fernández-Prieto, Javier Calpe-Maravilla, Emilio Soria-Olivas, Joan Vila-Francés, Gustavo Camps-Valls: Urban monitoring using multi-temporal SAR and multi-spectral data. Pattern Recognition Letters 27(4): 234-243 (2006) |
13 | EE | Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Javier Calpe-Maravilla, Joan Vila-Francés, Antonio J. Serrano-López: Non-linear RLS-based algorithm for pattern classification. Signal Processing 86(5): 1104-1108 (2006) |
2005 | ||
12 | EE | José Luis Rojo-Álvarez, Gustavo Camps-Valls, Manel Martínez-Ramón, Emilio Soria-Olivas, Angel Navia-Vázquez, Aníbal R. Figueiras-Vidal: Support vector machines framework for linear signal processing. Signal Processing 85(12): 2316-2326 (2005) |
2004 | ||
11 | EE | José David Martín-Guerrero, Emili Balaguer-Ballester, Gustavo Camps-Valls, Alberto Palomares, Antonio J. Serrano-López, Juan Gómez-Sanchís, Emilio Soria-Olivas: Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories. AH 2004: 421-424 |
10 | EE | Gustavo Camps-Valls, Antonio J. Serrano-López, Luis Gómez-Chova, José David Martín-Guerrero, Javier Calpe-Maravilla, Jose Moreno: Regularized RBF Networks for Hyperspectral Data Classification. ICIAR (2) 2004: 429-436 |
9 | EE | Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedito, Javier Calpe-Maravilla, Juan Guerrero-Martínez: Foetal ECG recovery using dynamic neural networks. Artificial Intelligence in Medicine 31(3): 197-209 (2004) |
8 | EE | Gustavo Camps-Valls, Alistair M. Chalk, Antonio J. Serrano-López, José David Martín-Guerrero, Erik L. L. Sonnhammer: Profiled support vector machines for antisense oligonucleotide efficacy prediction. BMC Bioinformatics 5: 135 (2004) |
7 | EE | Gustavo Camps-Valls, Manel Martínez-Ramón, José Luis Rojo-Álvarez, Emilio Soria-Olivas: Robust gamma-filter using support vector machines. Neurocomputing 62: 493-499 (2004) |
6 | EE | Gustavo Camps-Valls, José David Martín-Guerrero, José Luis Rojo-Álvarez, Emilio Soria-Olivas: Fuzzy sigmoid kernel for support vector classifiers. Neurocomputing 62: 501-506 (2004) |
2003 | ||
5 | Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, Jose Moreno: CART-based feature selection of hyperspectral images for crop cover classification. ICIP (3) 2003: 589-592 | |
4 | EE | Gustavo Camps-Valls, Luis Gómez-Chova, Javier Calpe-Maravilla, Emilio Soria-Olivas, José David Martín-Guerrero, Jose Moreno: Support Vector Machines for Crop Classification Using Hyperspectral Data. IbPRIA 2003: 134-141 |
2002 | ||
3 | EE | Fernando Pérez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez: Multi-dimensional Function Approximation and Regression Estimation. ICANN 2002: 757-762 |
2001 | ||
2 | EE | Gustavo Camps-Valls, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez: Neural Networks Ensemble for Cyclosporine Concentration Monitoring. ICANN 2001: 706-711 |
1 | EE | Antonio J. Serrano-López, Emilio Soria-Olivas, Gustavo Camps-Valls, José David Martín-Guerrero, N. Víctor Jiménez: Some Examples for Solving Clinical Problems Using Neural Networks. IWANN (2) 2001: 345-352 |