Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks. - Fernando Mateo; Ramón José Aliaga; Jorge Daniel Martínez; José María Monzó; Rafael Gadea Gironés (IWANN, 2007)

SoC-Based Implementation of the Backpropagation Algorithm for MLP. - Ramón José Aliaga; Rafael Gadea Gironés; Ricardo José Colom-Palero; José María Monzó; Christoph W. Lerche; Jorge Daniel Martínez; Angel Sebastiá; Fernando Mateo (HIS, 2008)

Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. - Qi Yu 004; Antti Sorjamaa; Yoan Miche; Amaury Lendasse; Eric Séverin; Alberto Guillén; Fernando Mateo (HIS, 2008)

Minimising the delta test for variable selection in regression problems. - Alberto Guillén; Dusan Sovilj; Amaury Lendasse; Fernando Mateo; Ignacio Rojas (Int. J. High Perform. Syst. Archit., 2008)

RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks. - Fernando Mateo; Dusan Sovilj; Rafael Gadea Gironés; Amaury Lendasse (IWANN (1), 2009)

A 2D Positioning Application in PET Using ANNs. - Fernando Mateo; Ramón José Aliaga; Jorge Daniel Martínez; José María Monzó; Rafael Gadea Gironés (Encyclopedia of Artificial Intelligence, 2009)

Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. - Fernando Mateo; Dusan Sovilj; Rafael Gadea Gironés (Neurocomputing, 2010)

Machine Learning Techniques for Short-Term Electric Power Demand Prediction. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Temperature Forecast in Buildings Using Machine Learning Techniques. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Feature Selection for Footwear Shape Estimation. - Fernando Mateo; Mónica Millán-Giraldo; Juan José Carrasco; Enrique Montiel; José Antonio Bernabéu; José David Martín-Guerrero (ESANN, 2013)

Machine learning methods to forecast temperature in buildings. - Fernando Mateo; Juan José Carrasco; Abderrahim Sellami; Mónica Millán-Giraldo; Manuel Domínguez 002; Emilio Soria-Olivas (Expert Syst. Appl., 2013)

Learning Structures in Earth Observation Data with Gaussian Processes. - Fernando Mateo; Jordi Muñoz-Marí; Valero Laparra; Jochem Verrelst; Gustau Camps-Valls (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data. - Fernando Mateo; Emilio Soria-Olivas; Marcelino Martínez-Sober; Maria Tellez-Plaza; Juan Gómez-Sanchís; Josep Redon (ESANN, 2016)

HemoKinect: A Microsoft Kinect V2 Based Exergaming Software to Supervise Physical Exercise of Patients with Hemophilia. - Fernando Mateo; Emilio Soria-Olivas; Juan José Carrasco; Santiago Bonanad; Felipe Querol; Sofía Pérez-Alenda (Sensors, 2018)

Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. - Alberto Urueña-López; Fernando Mateo; Julio Navío-Marco; José María Martínez-Martínez; Juan Gómez-Sanchís; Joan Vila-Francés; Antonio José Serrano-López (Comput. Secur., 2019)

Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification. - Fernando Mateo; Juan José Garcés-Iniesta; Berthold Jenninger; Juan Gómez-Sanchís; Emilio Soria-Olivas; Paolo Chiggiato (Expert Syst. Appl., 2021)

Approaching sales forecasting using recurrent neural networks and transformers. - Iván Vallés-Pérez; Emilio Soria-Olivas; Marcelino Martínez-Sober; Antonio J. Serrano-López; Juan Gómez-Sanchís; Fernando Mateo (Expert Syst. Appl., 2022)

Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance. - Fernando Mateo; Joan Vila-Francés; Emilio Soria-Olivas; Marcelino Martínez-Sober; Juan Gómez-Sanchís; Antonio José Serrano-López (CoRR, 2024)

Multimodal video analysis for crowd anomaly detection using open access tourism cameras. - Alejandro Dionis-Ros; Joan Vila-Francés; Rafael Magdalena Benedicto; Fernando Mateo; Antonio J. Serrano-López (CoRR, 2024)