Fernando Mateo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 8

Top Topics

Recurrent Neural Networks

Microsoft Kinect

Multilabel Classification

Top Venues

Expert Syst. Appl.

Publications

Alejandro Dionis-Ros, Joan Vila-Francés, Rafael Magdalena Benedicto, Fernando Mateo, Antonio J. Serrano-López
Multimodal video analysis for crowd anomaly detection using open access tourism cameras. CoRR (2024)
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance. CoRR (2024)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
Approaching sales forecasting using recurrent neural networks and transformers. Expert Syst. Appl. 201 (2022)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
Approaching sales forecasting using recurrent neural networks and transformers. CoRR (2022)
Fernando Mateo, Juan José Garcés-Iniesta, Berthold Jenninger, Juan Gómez-Sanchís, Emilio Soria-Olivas, Paolo Chiggiato
Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification. Expert Syst. Appl. 178 (2021)
Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco, José María Martínez-Martínez, Juan Gómez-Sanchís, Joan Vila-Francés, Antonio José Serrano-López
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. Comput. Secur. 83 (2019)
Fernando Mateo, Emilio Soria-Olivas, Juan José Carrasco, Santiago Bonanad, Felipe Querol, Sofía Pérez-Alenda
HemoKinect: A Microsoft Kinect V2 Based Exergaming Software to Supervise Physical Exercise of Patients with Hemophilia. Sensors 18 (8) (2018)
Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data. ESANN (2016)
Fernando Mateo, Jordi Muñoz-Marí, Valero Laparra, Jochem Verrelst, Gustau Camps-Valls
Learning Structures in Earth Observation Data with Gaussian Processes. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero
Feature Selection for Footwear Shape Estimation. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Machine Learning Techniques for Short-Term Electric Power Demand Prediction. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Temperature Forecast in Buildings Using Machine Learning Techniques. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas
Machine learning methods to forecast temperature in buildings. Expert Syst. Appl. 40 (4) (2013)
Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés
Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. Neurocomputing 73 (10-12) (2010)
Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés, Amaury Lendasse
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks. IWANN (1) (2009)
Alberto Guillén, Dusan Sovilj, Amaury Lendasse, Fernando Mateo, Ignacio Rojas
Minimising the delta test for variable selection in regression problems. Int. J. High Perform. Syst. Archit. 1 (4) (2008)
Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. HIS (2008)
Ramón José Aliaga, Rafael Gadea Gironés, Ricardo José Colom-Palero, José María Monzó, Christoph W. Lerche, Jorge Daniel Martínez, Angel Sebastia, Fernando Mateo
SoC-Based Implementation of the Backpropagation Algorithm for MLP. HIS (2008)
Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés
Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks. IWANN (2007)