Evolutionary artificial neural networks for accurate solar radiation prediction D Guijo-Rubio, AM Durán-Rosal, PA Gutiérrez, AM Gómez-Orellana, ... Energy 210, 118374, 2020 | 95 | 2020 |
Cumulative exposure to tacrolimus and incidence of cancer after liver transplantation M Rodríguez‐Perálvarez, J Colmenero, A González, M Gastaca, A Curell, ... American Journal of Transplantation 22 (6), 1671-1682, 2022 | 60 | 2022 |
A novel approach for global solar irradiation forecasting on tilted plane using Hybrid Evolutionary Neural Networks B Amiri, AM Gómez-Orellana, PA Gutiérrez, R Dizène, C Hervás-Martínez, ... Journal of cleaner production 287, 125577, 2021 | 25 | 2021 |
Development and validation of the Gender-Equity Model for Liver Allocation (GEMA) to prioritise candidates for liver transplantation: a cohort study ML Rodríguez-Perálvarez, AM Gómez-Orellana, A Majumdar, M Bailey, ... The Lancet Gastroenterology & Hepatology 8 (3), 242-252, 2023 | 23 | 2023 |
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 | 23 | 2022 |
Building suitable datasets for soft computing and machine learning techniques from meteorological data integration: A case study for predicting significant wave height and … AM Gómez-Orellana, JC Fernández, M Dorado-Moreno, PA Gutiérrez, ... Energies 14 (2), 468, 2021 | 18 | 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 | 16 | 2020 |
One month in advance prediction of air temperature from Reanalysis data with eXplainable Artificial Intelligence techniques AM Gómez-Orellana, D Guijo-Rubio, J Pérez-Aracil, PA Gutiérrez, ... Atmospheric Research 284, 106608, 2023 | 10 | 2023 |
An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction D Guijo-Rubio, AM Durán-Rosal, AM Gómez-Orellana, JC Fernández Applied Soft Computing 146, 110647, 2023 | 7 | 2023 |
COVID-19 contagion forecasting framework based on curve decomposition and evolutionary artificial neural networks: A case study in Andalusia, Spain M Díaz-Lozano, D Guijo-Rubio, PA Gutiérrez, AM Gómez-Orellana, ... Expert Systems with Applications 207, 117977, 2022 | 6 | 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, 13917-13929, 2020 | 6 | 2020 |
GEMA-Na and MELD 3.0 severity scores to address sex disparities for accessing liver transplantation: a nationwide retrospective cohort study ML Rodríguez-Perálvarez, G de la Rosa, AM Gómez-Orellana, ... EClinicalMedicine 74, 2024 | 4 | 2024 |
ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target AM Gómez-Orellana, D Guijo-Rubio, PA Gutiérrez, C Hervás-Martínez, ... Engineering Applications of Artificial Intelligence 133, 108462, 2024 | 3 | 2024 |
Gamifying the Classroom for the Acquisition of Skills Associated with Machine Learning: A Two-Year Case Study AM Durán-Rosal, D Guijo-Rubio, VM Vargas, AM Gómez-Orellana, ... Computational Intelligence in Security for Information Systems Conference …, 2022 | 2 | 2022 |
Distribution-based discretisation and ordinal classification applied to wave height prediction D Guijo-Rubio, AM Durán-Rosal, AM Gómez-Orellana, PA Gutiérrez, ... Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 2 | 2018 |
EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height VM Vargas, AM Gómez-Orellana, PA Gutiérrez, C Hervás-Martínez, ... Knowledge-Based Systems 300, 112223, 2024 | 1 | 2024 |
OS-024 The gender-equity model for liver allocation built on artificial intelligence (GEMA-AI) improves outcome predictions among liver transplant candidates M Rodríguez-Perálvarez, AM Gómez-Orellana, D Guijo-Rubio, ... Journal of Hepatology 80, S23, 2024 | 1 | 2024 |
Potenciando el perfil profesional Científico de Datos mediante dinámicas de competición DG Rubio, VV Yun, AMD Rosal, AMG Orellana, JB Gómez, JCF Caballero, ... Revista de Innovación y Buenas Prácticas Docentes 10 (2), 101-116, 2021 | 1 | 2021 |
Ten Minutes Solar Irradiation Forecasting on Inclined Plane using Evolutionary Product Unit Neural Networks B Amiri, AM Gómez-Orellana, PA Gutiérrez, R Dizène, C Hervás-Martínez, ... 2019 International Conference of Computer Science and Renewable Energies …, 2019 | 1 | 2019 |
Efficacy of systemic CHEmotherapy on high-risk stage II and III MUcnious Colon CAncer. CHEMUCCA study part I. I Trinidad-Gutiérrez, MC Vázquez-Borrego, E Aguilera-Fernández, ... European Journal of Surgical Oncology, 108642, 2024 | | 2024 |