| Evolutionary artificial neural networks for accurate solar radiation prediction D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ... Energy 210, 118374, 2020 | 38 | 2020 |
| 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 | 28 | 2021 |
| 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 | 26 | 2018 |
| 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 | 11 | 2020 |
| 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 | 7 | 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 | 7 | 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 | 7 | 2019 |
| 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 |
| 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 | 6 | 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 |
| 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 | 3 | 2019 |
| 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 | 2 | 2022 |
| 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 | 2 | 2020 |
| 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 |
| 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 |
| ReLU-Based Activations: Analysis and Experimental Study for Deep Learning VM Vargas, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez Conference of the Spanish Association for Artificial Intelligence, 33-43, 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 |
| 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 |
| Machine learning methods in organ transplantation D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez Current Opinion in Organ Transplantation 25 (4), 399-405, 2020 | 1 | 2020 |
César Hervás MartínezUniversity of Córdoba, Full ProfessorVerified email at uco.es
