David Guijo-Rubio
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Prediction of low-visibility events due to fog using ordinal classification
D Guijo-Rubio, PA Gutiérrez, C Casanova-Mateo, J Sanz-Justo, ...
Atmospheric Research 214, 64-73, 2018
142018
Time-series clustering based on the characterization of segment typologies
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, A Troncoso, ...
IEEE transactions on cybernetics, 2020
112020
Multiclass prediction of wind power ramp events combining reservoir computing and support vector machines
M Dorado-Moreno, AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, ...
Conference of the Spanish Association for Artificial Intelligence, 300-309, 2016
72016
Evolutionary artificial neural networks for accurate solar radiation prediction
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy 210, 118374, 2020
52020
Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport
D Guijo-Rubio, C Casanova-Mateo, J Sanz-Justo, PA Gutierrez, ...
Atmospheric Research 236, 104798, 2020
42020
Validation of multitask artificial neural networks to model desiccant wheels activated at low temperature
F Comino, D Guijo-Rubio, MR de Adana, C Hervás-Martínez
International Journal of Refrigeration 100, 434-442, 2019
32019
Validation of artificial neural networks to model the acoustic behaviour of induction motors
FJ Jiménez-Romero, D Guijo-Rubio, FR Lara-Raya, A Ruiz-González, ...
Applied Acoustics 166, 107332, 2020
22020
Modelling Survival by Machine Learning Methods in Liver Transplantation: Application to the UNOS Dataset
D Guijo-Rubio, PJ Villalón-Vaquero, PA Gutiérrez, MD Ayllón, J Briceño, ...
International Conference on Intelligent Data Engineering and Automated …, 2019
12019
Distribution-Based Discretisation and Ordinal Classification Applied to Wave Height Prediction
D Guijo-Rubio, AM Durán-Rosal, AM Gómez-Orellana, PA Gutiérrez, ...
International Conference on Intelligent Data Engineering and Automated …, 2018
12018
Hybrid Weighted Barebones Exploiting Particle Swarm Optimization Algorithm for Time Series Representation
AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez
International Conference on Bioinspired Methods and Their Applications, 126-137, 2018
12018
Short-and long-term energy flux prediction using Multi-Task Evolutionary Artificial Neural Networks
D Guijo-Rubio, AM Gómez-Orellana, PA Gutiérrez, C Hervás-Martínez
Ocean Engineering 216, 108089, 2020
2020
Ordinal Versus Nominal Time Series Classification
D Guijo-Rubio, PA Gutiérrez, A Bagnall, C Hervás-Martínez
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2020
2020
Time series ordinal classification via shapelets
D Guijo-Rubio, PA Gutiérrez, A Bagnall, C Hervás-Martínez
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
2020
Machine learning methods in organ transplantation
D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez
Current Opinion in Organ Transplantation 25 (4), 399-405, 2020
2020
Prediction of convective clouds formation using evolutionary neural computation techniques
D Guijo-Rubio, PA Gutierrez, C Casanova-Mateo, JC Fernández, ...
Neural Computing and Applications, 1-13, 2020
2020
Using machine learning methods to determine a typology of patients with HIV-HCV infection to be treated with antivirals
A Rivero-Juárez, D Guijo-Rubio, F Tellez, R Palacios, D Merino, J Macías, ...
PloS one 15 (1), e0227188, 2020
2020
A Hybrid Approach to Time Series Classification with Shapelets
D Guijo-Rubio, PA Gutiérrez, R Tavenard, A Bagnall
International Conference on Intelligent Data Engineering and Automated …, 2019
2019
Predicción de altura de ola mediante discretización basada en distribuciones utilizando clasificación ordinal
D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez
Creando Redes Doctorales, 641, 2019
2019
Algoritmos de aprendizaje automático para prediccion de niveles de niebla usando ventanas estáticas y dinámicas.
M Díaz-Lozano, D Guijo-Rubio, PA Gutiérrez, C Casanova-Mateo, ...
2018
A Coral Reef Optimization Algorithm for Wave Height Time Series Segmentation Problems
AM Durán-Rosal, D Guijo-Rubio, PA Gutiérrez, S Salcedo-Sanz, ...
International Work-Conference on Artificial Neural Networks, 673-684, 2017
2017
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Artículos 1–20