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Fernando Mateo
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2020 – today
- 2024
- [i3]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 abs/2405.11960 (2024) - [i2]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 abs/2405.12708 (2024) - 2022
- [j7]Iván Vallés-Pérez
, Emilio Soria-Olivas, Marcelino Martínez-Sober
Approaching sales forecasting using recurrent neural networks and transformers. Expert Syst. Appl. 201: 116993 (2022) - [i1]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 abs/2204.07786 (2022) - 2021
- [j6]Fernando Mateo, Juan José Garcés-Iniesta, Berthold Jenninger, Juan Gómez-Sanchís
Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification. Expert Syst. Appl. 178: 114959 (2021)
2010 – 2019
- 2019
- [j5]Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. Comput. Secur. 83: 38-51 (2019) - 2018
- [j4]Fernando Mateo
HemoKinect: A Microsoft Kinect V2 Based Exergaming Software to Supervise Physical Exercise of Patients with Hemophilia. Sensors 18(8): 2439 (2018) - 2016
- [c9]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 - 2015
- [c8]Fernando Mateo
Learning Structures in Earth Observation Data with Gaussian Processes. AALTD@PKDD/ECML (Revised Selected Papers) 2015: 78-94 - 2013
- [j3]Fernando Mateo
Machine learning methods to forecast temperature in buildings. Expert Syst. Appl. 40(4): 1061-1068 (2013) - [c7]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 - [c6]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 - [c5]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 - 2010
- [j2]Fernando Mateo
Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. Neurocomputing 73(10-12): 2017-2029 (2010)
2000 – 2009
- 2009
- [c4]Fernando Mateo
RCGA-S/RCGA-SP Methods to Minimize the Delta Test for Regression Tasks. IWANN (1) 2009: 359-366 - [r1]Fernando Mateo, Ramón José Aliaga, Jorge Daniel Martínez, José María Monzó, Rafael Gadea Gironés:
A 2D Positioning Application in PET Using ANNs. Encyclopedia of Artificial Intelligence 2009: 1576-1582 - 2008
- [j1]Alberto Guillén
Minimising the delta test for variable selection in regression problems. Int. J. High Perform. Syst. Archit. 1(4): 269-281 (2008) - [c3]Ramón José Aliaga
SoC-Based Implementation of the Backpropagation Algorithm for MLP. HIS 2008: 744-749 - [c2]Qi Yu, Antti Sorjamaa, Yoan Miche
Optimal Pruned K-Nearest Neighbors: OP-KNN - Application to Financial Modeling. HIS 2008: 764-769 - 2007
- [c1]Fernando Mateo, Ramón José Aliaga
Incidence Position Estimation in a PET Detector Using a Discretized Positioning Circuit and Neural Networks. IWANN 2007: 684-691
Coauthor Index
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