Evolutionary artificial neural networks for accurate solar radiation prediction D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ...
Energy 210, 118374, 2020
34 2020 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
23 2018 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
22 2021 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
10 2020 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
7 2016 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
6 2021 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
5 2020 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
5 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
5 2020 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
5 2019 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
3 2019 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
2 2019 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
2 2018 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
1 2022 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
1 2021 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
1 2020 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
1 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
1 2020 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
1 2018 Studying the Effect of Different D Guijo-Rubio, VM Vargas, PA Gutiérrez, C Hervás-Martínez
Conference of the Spanish Association for Artificial Intelligence, 44-53, 2021
2021 
César Hervás MartínezUniversity of Córdoba, Full ProfessorE-mail confirmado em uco.es
