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David Guijo-Rubio
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Evolutionary artificial neural networks for accurate solar radiation prediction
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy 210, 118374, 2020
342020
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
232018
Time-series clustering based on the characterization of segment typologies
D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, A Troncoso, ...
IEEE Transactions on Cybernetics 51 (11), 5409-5422, 2021
222021
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
102020
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
Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation
D Guijo-Rubio, J Briceño, PA Gutiérrez, MD Ayllón, R Ciria, ...
Plos one 16 (5), e0252068, 2021
62021
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
52020
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
52020
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
52020
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
52019
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
32019
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
22019
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
22018
Simultaneous short-term significant wave height and energy flux prediction using zonal multi-task evolutionary artificial neural networks
AM Gómez-Orellana, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez
Renewable Energy 184, 975-989, 2022
12022
Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición
D Guijo-Rubio, VM Vargas, AM Durán-Rosal, AM Gómez-Orellana, ...
Revista de Innovación y Buenas Prácticas Docentes 10 (2), 101-116, 2021
12021
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
12020
Prediction of convective clouds formation using evolutionary neural computation techniques
D Guijo-Rubio, PA Gutiérrez, C Casanova-Mateo, JC Fernández, ...
Neural Computing and Applications 32 (17), 13917-13929, 2020
12020
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
12020
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
Studying the Effect of Different Norms in the Context of Time Series Ordinal Classification
D Guijo-Rubio, VM Vargas, PA Gutiérrez, C Hervás-Martínez
Conference of the Spanish Association for Artificial Intelligence, 44-53, 2021
2021
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