 | 2012 |
| 37 |  | Juan Gómez-Sanchís,
José David Martín-Guerrero,
Emilio Soria-Olivas,
Marcelino Martínez-Sober,
José Rafael Magdalena Benedito,
José Blasco:
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques.
Expert Syst. Appl. 39(1): 780-785 (2012) |
| 36 |  | José David Martín-Guerrero,
Daniele Marcelli,
Emilio Soria-Olivas,
Flavio Mari,
José María Martínez-Martínez,
Isabel Soley Bech,
Marcelino Martínez-Sober,
Laura Scatizzi,
Juan Gómez-Sanchís,
Andrea Stopper,
Antonio J. Serrano-López,
Emanuele Gatti:
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.
Expert Syst. Appl. 39(10): 8793-8798 (2012) |
| 2011 |
| 35 |  | José María Martínez-Martínez,
Pablo Escandell-Montero,
Emilio Soria-Olivas,
José David Martín-Guerrero,
Marcelino Martínez-Sober,
Juan Gómez-Sanchís:
Sectors on sectors (SonS): A new hierarchical clustering visualization tool.
CIDM 2011: 304-309 |
| 34 |  | Pablo Escandell-Montero,
José María Martínez-Martínez,
José David Martín-Guerrero,
Emilio Soria-Olivas,
Joan Vila-Francés,
José Rafael Magdalena Benedito:
Adaptive treatment of anemia on hemodialysis patients: A reinforcement learning approach.
CIDM 2011: 44-49 |
| 33 |  | Ian H. Jarman,
Terence A. Etchells,
Paulo J. G. Lisboa,
C. M. Beynon,
José David Martín-Guerrero:
Clustering categorical data: A stability analysis framework.
CIDM 2011: 58-65 |
| 32 |  | Emilio Soria-Olivas,
Juan Gómez-Sanchís,
José David Martín-Guerrero,
Joan Vila-Francés,
Marcelino Martínez-Sober,
José Rafael Magdalena Benedito,
Antonio J. Serrano:
BELM: Bayesian Extreme Learning Machine.
IEEE Transactions on Neural Networks 22(3): 505-509 (2011) |
| 2010 |
| 31 |  | Antonio J. Serrano,
Emilio Soria-Olivas,
José David Martín-Guerrero,
Rafael Magdalena,
Juan Gómez:
Feature selection using ROC curves on classification problems.
IJCNN 2010: 1-6 |
| 30 |  | Paulo J. G. Lisboa,
Alfredo Vellido,
Roberto Tagliaferri,
Francesco Napolitano,
Michele Ceccarelli,
José David Martín-Guerrero,
Elia Biganzoli:
Data Mining in Cancer Research [Application Notes].
IEEE Comp. Int. Mag. 5(1): 14-18 (2010) |
| 2009 |
| 29 |  | Emilio Soria-Olivas,
José David Martín-Guerrero,
J. Caravaca,
Antonio J. Serrano,
Marcelino Martínez-Sober,
Rafael Magdalena,
Juan Gómez,
Magdalena Heras,
Gines Sanz:
Survival prediction in patients undergoing ischemic cardiopathy.
IJCNN 2009: 2979-2982 |
| 28 |  | José David Martín-Guerrero,
Emilio Soria-Olivas,
Paulo J. G. Lisboa,
Antonio J. Serrano-López:
An AI Walk from Pharmacokinetics to A Marketing.
Encyclopedia of Artificial Intelligence 2009: 71-75 |
| 27 |  | Gabriel Gómez-Pérez,
José David Martín-Guerrero,
Emilio Soria-Olivas,
Emili Balaguer-Ballester,
Alberto Palomares,
Nicolás Casariego:
Assigning discounts in a marketing campaign by using reinforcement learning and neural networks.
Expert Syst. Appl. 36(4): 8022-8031 (2009) |
| 26 |  | José David Martín-Guerrero,
Faustino J. Gomez,
Emilio Soria-Olivas,
Jürgen Schmidhuber,
Mónica Climente-Martí,
N. Víctor Jiménez-Torres:
A reinforcement learning approach for individualizing erythropoietin dosages in hemodialysis patients.
Expert Syst. Appl. 36(6): 9737-9742 (2009) |
| 2008 |
| 25 |  | José David Martín-Guerrero,
Emilio Soria-Olivas,
Marcelino Martínez-Sober,
Antonio J. Serrano-López,
José Rafael Magdalena Benedito,
Juan Gómez-Sanchís:
Use of Reinforcement Learning in Two Real Applications.
EWRL 2008: 191-204 |
| 24 |  | 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) |
| 23 |  | 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) |
| 22 |  | Rafael Magdalena,
Antonio J. Serrano,
José David Martín-Guerrero,
Alfredo Rosado,
Marcelino Martinez:
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements.
IEEE Trans. Education 51(4): 456-460 (2008) |
| 2007 |
| 21 |  | 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 |
| 20 |  | 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) |
| 19 |  | C. Fernández,
Emilio Soria-Olivas,
P. Sánchez-Seiquer,
Luis Gómez-Chova,
Rafael 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) |
| 18 |  | 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 |
| 17 |  | 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) |
| 16 |  | C. Fernández,
E. Soria,
José David Martín-Guerrero,
Antonio J. Serrano:
Neural networks for animal science applications: Two case studies.
Expert Syst. Appl. 31(2): 444-450 (2006) |
| 15 |  | 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) |
| 14 |  | 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) |
| 13 |  | 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) |
| 2004 |
| 12 |  | 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 |
| 11 |  | Gustavo Camps-Valls,
Antonio J. Serrano-López,
Luis Gómez-Chova,
José David Martín-Guerrero,
Javier Calpe-Maravilla,
José F. Moreno:
Regularized RBF Networks for Hyperspectral Data Classification.
ICIAR (2) 2004: 429-436 |
| 10 |  | 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) |
| 9 |  | 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) |
| 8 |  | Gustavo Camps-Valls,
Luis Gómez-Chova,
Javier Calpe-Maravilla,
José David Martín-Guerrero,
Emilio Soria-Olivas,
Luis Alonso-Chorda,
José F. Moreno:
Robust support vector method for hyperspectral data classification and knowledge discovery.
IEEE T. Geoscience and Remote Sensing 42(7): 1530-1542 (2004) |
| 7 |  | 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 |
| 6 |  | Luis Gómez-Chova,
Javier Calpe-Maravilla,
Emilio Soria-Olivas,
Gustavo Camps-Valls,
José David Martín-Guerrero,
José F. Moreno:
CART-based feature selection of hyperspectral images for crop cover classification.
ICIP (3) 2003: 589-592 |
| 5 |  | Gustavo Camps-Valls,
Luis Gómez-Chova,
Javier Calpe-Maravilla,
Emilio Soria-Olivas,
José David Martín-Guerrero,
José F. Moreno:
Support Vector Machines for Crop Classification Using Hyperspectral Data.
IbPRIA 2003: 134-141 |
| 4 |  | José David Martín-Guerrero:
A Pseudo-Supervised Approach to Improve a Recommender Based on Collaborative Filtering.
User Modeling 2003: 429-431 |
| 3 |  | Emilio Soria-Olivas,
José David Martín-Guerrero,
Gustavo Camps-Valls,
Antonio J. Serrano-López,
Javier Calpe-Maravilla,
Luis Gómez-Chova:
A low-complexity fuzzy activation function for artificial neural networks.
IEEE Transactions on Neural Networks 14(6): 1576-1579 (2003) |
| 2001 |
| 2 |  | 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 |  | 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 |