Fernando Mateo

20 papers B 4C 2Misc 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance.
CoRR
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
2024 J jnl
Multimodal video analysis for crowd anomaly detection using open access tourism cameras.
CoRR
Alejandro Dionis-Ros, Joan Vila-Francés, Rafael Magdalena Benedicto, Fernando Mateo, Antonio J. Serrano-López
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
Expert Syst. Appl.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2021 J jnl
Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification.
Expert Syst. Appl.
Fernando Mateo, Juan José Garcés-Iniesta, Berthold Jenninger, Juan Gómez-Sanchís, Emilio Soria-Olivas, Paolo Chiggiato
2019 J jnl
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps.
Comput. Secur.
Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco, José María Martínez-Martínez, Juan Gómez-Sanchís, Joan Vila-Francés, Antonio José Serrano-López
2018 J jnl
HemoKinect: A Microsoft Kinect V2 Based Exergaming Software to Supervise Physical Exercise of Patients with Hemophilia.
Sensors
Fernando Mateo, Emilio Soria-Olivas, Juan José Carrasco, Santiago Bonanad, Felipe Querol, Sofía Pérez-Alenda
2016 B conf
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data.
ESANN
Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon
2015 — conf
Learning Structures in Earth Observation Data with Gaussian Processes.
AALTD@PKDD/ECML (Revised Selected Papers)
Fernando Mateo, Jordi Muñoz-Marí, Valero Laparra, Jochem Verrelst, Gustau Camps-Valls
2013 B conf
Feature Selection for Footwear Shape Estimation.
ESANN
Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero
2013 B conf
Machine Learning Techniques for Short-Term Electric Power Demand Prediction.
ESANN
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
2013 J jnl
Machine learning methods to forecast temperature in buildings.
Expert Syst. Appl.
Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas
2013 B conf
Temperature Forecast in Buildings Using Machine Learning Techniques.
ESANN
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
2010 J jnl
Approximate k-NN delta test minimization method using genetic algorithms: Application to time series.
Neurocomputing
Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés
2009 — ch.
A 2D Positioning Application in PET Using ANNs.
Encyclopedia of Artificial Intelligence
Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés
2009 — conf
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks.
IWANN (1)
Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés, Amaury Lendasse
2008 J jnl
Minimising the delta test for variable selection in regression problems.
Int. J. High Perform. Syst. Archit.
Alberto Guillén, Dusan Sovilj, Amaury Lendasse, Fernando Mateo, Ignacio Rojas
2008 C conf
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.
HIS
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo
2008 C conf
SoC-Based Implementation of the Backpropagation Algorithm for MLP.
HIS
Ramón José Aliaga, Rafael Gadea Gironés, Ricardo José Colom-Palero, José María Monzó, Christoph W. Lerche, Jorge Daniel Martínez, Angel Sebastiá, Fernando Mateo
2007 Misc conf
Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks.
IWANN
Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés