Laura Cornejo-Bueno
Laura Cornejo-Bueno
Assistant Professor, Rey Juan Carlos University
Email verificata su urjc.es
Titolo
Citata da
Citata da
Anno
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
942018
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
612016
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
492018
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
412016
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
322018
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
252018
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
242016
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
212019
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
182017
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
172017
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
132017
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
72017
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
52018
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
52016
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
42016
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
32017
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
22016
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
12020
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
12018
New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems
L Cornejo-Bueno
arXiv preprint arXiv:1806.02654, 2018
12018
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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