Laura María
Cornejo Bueno
Profesor/a Ayudante Doctor/a
Publicaciones (31) Publicaciones de Laura María Cornejo Bueno
2023
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Machine Learning Classification–Regression Schemes for Desert Locust Presence Prediction in Western Africa
Applied Sciences (Switzerland), Vol. 13, Núm. 14
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New Probabilistic, Dynamic Multi-Method Ensembles for Optimization Based on the CRO-SL
Mathematics, Vol. 11, Núm. 7
2022
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Analysis of Machine Learning Approaches’ Performance in Prediction Problems with Human Activity Patterns
Mathematics, Vol. 10, Núm. 13
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Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives
Applied Soft Computing, Vol. 118
2021
2020
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Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach (Neural Computing and Applications, (2020), 32, 2, (391-402), 10.1007/s00521-018-3707-7)
Neural Computing and Applications
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Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing
Neural Processing Letters, Vol. 52, Núm. 1, pp. 57-74
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Persistence analysis and prediction of low-visibility events at valladolid airport, Spain
Symmetry, Vol. 12, Núm. 6, pp. 1-18
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Wind power ramp event detection with a hybrid neuro-evolutionary approach
Neural Computing and Applications, Vol. 32, Núm. 2, pp. 391-402
2019
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Downscaling estadístico del servicio CAMS para la predicción de radiación solar global con datos Meteosat y técnicas de aprendizaje máquina
Teledetección: hacia una visión global del cambio climático
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Machine learning regressors for solar radiation estimation from satellite data
Solar Energy, Vol. 183, pp. 768-775
2018
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A hybrid ensemble of heterogeneous regressors for wind speed estimation in wind farms
Studies in Computational Intelligence (Springer Verlag), pp. 97-106
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An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia
Applied Energy, Vol. 209, pp. 79-94
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Bayesian optimization of a hybrid system for robust ocean wave features prediction
Neurocomputing, Vol. 275, pp. 818-828
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Feature selection in machine learning prediction systems for renewable energy applications
Renewable and Sustainable Energy Reviews, Vol. 90, pp. 728-741
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Merging ELMs with satellite data and clear-sky models for effective solar radiation estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Significant wave height and energy flux estimation with a Genetic Fuzzy System for regression
Ocean Engineering, Vol. 160, pp. 33-44
2017
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A hybrid neuro-evolutionary algorithm for wind power ramp events detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 745-756
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Bayesian Optimization of a hybrid prediction system for optimal wave energy estimation problems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 648-660
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Combining reservoir computing and over-sampling for ordinal wind power ramp prediction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10305 LNCS, pp. 708-719