Predicting compressive strength of lightweight foamed concrete using extreme learning machine model ZM Yaseen, RC Deo, A Hilal, AM Abd, LC Bueno, S Salcedo-Sanz, ... Advances in Engineering Software 115, 112-125, 2018 | 97 | 2018 |

A novel grouping genetic algorithm–extreme learning machine approach for global solar radiation prediction from numerical weather models inputs A Aybar-Ruiz, S Jiménez-Fernández, L Cornejo-Bueno, ... Solar Energy 132, 129-142, 2016 | 62 | 2016 |

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia S Salcedo-Sanz, RC Deo, L Cornejo-Bueno, C Camacho-Gómez, ... Applied Energy 209, 79-94, 2018 | 49 | 2018 |

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm–Extreme Learning Machine approach L Cornejo-Bueno, JC Nieto-Borge, P García-Díaz, G Rodríguez, ... Renewable Energy 97, 380-389, 2016 | 43 | 2016 |

Feature selection in machine learning prediction systems for renewable energy applications S Salcedo-Sanz, L Cornejo-Bueno, L Prieto, D Paredes, R García-Herrera Renewable and Sustainable Energy Reviews 90, 728-741, 2018 | 33 | 2018 |

Bayesian optimization of a hybrid system for robust ocean wave features prediction L Cornejo-Bueno, EC Garrido-Merchán, D Hernández-Lobato, ... Neurocomputing 275, 818-828, 2018 | 25 | 2018 |

Accurate estimation of significant wave height with support vector regression algorithms and marine radar images L Cornejo-Bueno, JCN Borge, E Alexandre, K Hessner, S Salcedo-Sanz Coastal Engineering 114, 233-243, 2016 | 24 | 2016 |

Machine learning regressors for solar radiation estimation from satellite data L Cornejo-Bueno, C Casanova-Mateo, J Sanz-Justo, S Salcedo-Sanz Solar Energy 183, 768-775, 2019 | 22 | 2019 |

Efficient prediction of low-visibility events at airports using machine-learning regression L Cornejo-Bueno, C Casanova-Mateo, J Sanz-Justo, E Cerro-Prada, ... Boundary-layer meteorology 165 (2), 349-370, 2017 | 18 | 2017 |

Robust estimation of wind power ramp events with reservoir computing M Dorado-Moreno, L Cornejo-Bueno, PA Gutiérrez, L Prieto, ... Renewable Energy 111, 428-437, 2017 | 18 | 2017 |

Wind power ramp events prediction with hybrid machine learning regression techniques and reanalysis data L Cornejo-Bueno, L Cuadra, S Jiménez-Fernández, ... Energies 10 (11), 1784, 2017 | 13 | 2017 |

Significant wave height and energy flux estimation with a Genetic Fuzzy System for regression L Cornejo-Bueno, P Rodríguez-Mier, M Mucientes, JC Nieto-Borge, ... Ocean Engineering 160, 33-44, 2018 | 7 | 2018 |

Combining reservoir computing and over-sampling for ordinal wind power ramp prediction M Dorado-Moreno, L Cornejo-Bueno, PA Gutiérrez, L Prieto, ... International Work-Conference on Artificial Neural Networks, 708-719, 2017 | 7 | 2017 |

A grouping genetic algorithm—Extreme learning machine approach for optimal wave energy prediction L Cornejo-Bueno, A Aybar-Ruíz, S Jiménez-Fernández, E Alexandre, ... 2016 IEEE Congress on Evolutionary Computation (CEC), 3817-3823, 2016 | 5 | 2016 |

Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms C Camacho-Gómez, R Mallol-Poyato, S Jiménez-Fernández, ... 2016 IEEE Congress on Evolutionary Computation (CEC), 3630-3637, 2016 | 4 | 2016 |

A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection L Cornejo-Bueno, A Aybar-Ruiz, C Camacho-Gómez, L Prieto, ... International Work-Conference on Artificial Neural Networks, 745-756, 2017 | 3 | 2017 |

New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems L Cornejo-Bueno arXiv preprint arXiv:1806.02654, 2018 | 2 | 2018 |

Feature Selection with a Grouping Genetic Algorithm–Extreme Learning Machine Approach for Wind Power Prediction L Cornejo-Bueno, C Camacho-Gómez, A Aybar-Ruiz, L Prieto, ... Conference of the Spanish Association for Artificial Intelligence, 373-382, 2016 | 2 | 2016 |

Wind power ramp event detection with a hybrid neuro-evolutionary approach L Cornejo-Bueno, C Camacho-Gómez, A Aybar-Ruíz, L Prieto, ... Neural Computing and Applications 32 (2), 391-402, 2020 | 1 | 2020 |

Ordinal multi-class architecture for predicting wind power ramp events based on reservoir computing M Dorado-Moreno, PA Gutierrez, L Cornejo-Bueno, L Prieto, ... Neural Processing Letters, 1-18, 2018 | 1 | 2018 |