Fernando Mateo

According to our database, Fernando Mateo authored at least 19 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

2022

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

2021

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

2019

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

2018

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

2016

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

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Learning Structures in Earth Observation Data with Gaussian Processes.

Fernando Mateo, Jordi Muñoz-Marí, Valero Laparra, Jochem Verrelst, Gustau Camps-Valls

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

2013

Machine learning methods to forecast temperature in buildings.

Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas

Expert Syst. Appl., 2013

Feature Selection for Footwear Shape Estimation.

Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero

Proceedings of the 21st European Symposium on Artificial Neural Networks, 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

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

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

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2010

Approximate k-NN delta test minimization method using genetic algorithms: Application to time series.

Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés

Neurocomputing, 2010

2009

A 2D Positioning Application in PET Using ANNs.

Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks.

Fernando Mateo, Dusan Sovilj, Rafael Gadea Gironés, Amaury Lendasse

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

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

Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling.

Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Eric Séverin, Alberto Guillén, Fernando Mateo

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

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

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

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

Proceedings of the Computational and Ambient Intelligence, 2007