2008 |
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 |