2008 | ||
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28 | EE | José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Rafael Magdalena-Benedito, Juan Gómez-Sanchís: Use of Reinforcement Learning in Two Real Applications. EWRL 2008: 191-204 |
27 | EE | Emili Balaguer, Alberto Palomares, Emilio Soria-Olivas, José David Martín-Guerrero: Predicting service request in support centers based on nonlinear dynamics, ARMA modeling and neural networks. Expert Syst. Appl. 34(1): 665-672 (2008) |
26 | EE | Antonio Soriano-Asensi, José David Martín-Guerrero, Emilio Soria-Olivas, Alberto Palomares, José Rafael Magdalena Benedito, Antonio J. Serrano-López: Web mining based on Growing Hierarchical Self-Organizing Maps: Analysis of a real citizen web portal. Expert Syst. Appl. 34(4): 2988-2994 (2008) |
2007 | ||
25 | EE | José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez: Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin. Australian Conference on Artificial Intelligence 2007: 732-738 |
24 | EE | José David Martín-Guerrero, Paulo J. G. Lisboa, Emilio Soria-Olivas, Alberto Palomares, Emili Balaguer: An approach based on the Adaptive Resonance Theory for analysing the viability of recommender systems in a citizen Web portal. Expert Syst. Appl. 33(3): 743-753 (2007) |
23 | 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) |
22 | EE | C. Fernández, Emilio Soria-Olivas, P. Sánchez-Seiquer, Luis Gómez-Chova, R. Magdalena, José David Martín-Guerrero, M. J. Navarro, Antonio J. Serrano-López: Weekly milk prediction on dairy goats using neural networks. Neural Computing and Applications 16(4-5): 373-381 (2007) |
21 | 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) |
20 | EE | Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Javier Calpe-Maravilla, Jonathon A. Chambers: Steady-state and tracking analysis of a robust adaptive filter with low computational cost. Signal Processing 87(1): 210-215 (2007) |
2006 | ||
19 | C. A. DeJuan-Esteban, Alfredo Rosado Muñoz, Emilio Soria-Olivas, M. Bataller-Mompeán, Juan Guerrero-Martínez: An approach to Co-design of Complex Adaptive Systems. ReCoSoC 2006: 139-145 | |
18 | EE | José David Martín-Guerrero, Alberto Palomares, Emili Balaguer-Ballester, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio Soriano-Asensi: Studying the feasibility of a recommender in a citizen web portal based on user modeling and clustering algorithms. Expert Syst. Appl. 30(2): 299-312 (2006) |
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 | Alfredo Rosado Muñoz, Emilio Soria-Olivas, Joan Vila-Francés, Jordi Muñoz-Marí, Javier Calpe-Maravilla: Implementation Challenges in Complex Adaptive Systems. ReCoSoC 2005: 157-162 | |
11 | 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 | ||
10 | 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 |
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 | Ignacio García-Fernández, José David Martín-Guerrero, Marta Pla-Castells, Emilio Soria-Olivas, Rafael J. Martínez-Durá, Jordi Muñoz-Marí: Crane collision modelling using a neural network approach. Expert Syst. Appl. 27(3): 341-348 (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 |