Laura Cornejo-Bueno

23 papers B 2C 1Misc 1Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles.
Environ. Model. Softw.
Eugenio Lorente-Ramos, Francisco Gomariz-Castillo, Francisco Pellicer-Martínez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 — conf
Autoencoder Framework for General Forecasting.
IWINAC (2)
Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 — conf
Data Augmentation Techniques for Extreme Wind Prediction Improvement.
IWINAC (2)
Marta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2024 — conf
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model.
IWINAC (2)
César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
2022 J jnl
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives.
Appl. Soft Comput.
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2021 J jnl
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives.
CoRR
Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2020 J jnl
Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach.
Neural Comput. Appl.
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2020 J jnl
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing.
Neural Process. Lett.
Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2020 J jnl
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain.
Symmetry
Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz
2020 J jnl
Wind power ramp event detection with a hybrid neuro-evolutionary approach.
Neural Comput. Appl.
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2018 Misc conf
A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms.
IDC
Laura Cornejo-Bueno, J. Acevedo-Rodríguez, Luis Prieto, Sancho Salcedo-Sanz
2018 J jnl
Bayesian optimization of a hybrid system for robust ocean wave features prediction.
Neurocomputing
Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz
2018 — conf
Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation.
IDEAL (2)
Laura Cornejo-Bueno, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz
2018 J jnl
New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems.
CoRR
Laura Cornejo-Bueno
2018 J jnl
Predicting compressive strength of lightweight foamed concrete using extreme learning machine model.
Adv. Eng. Softw.
Zaher Mundher Yaseen, Ravinesh C. Deo, Ameer A. Hilal, Abbas M. Abd, Laura Cornejo-Bueno, Sancho Salcedo-Sanz, Moncef L. Nehdi
2017 — conf
A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection.
IWANN (1)
Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz
2017 — conf
Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation Problems.
IWANN (1)
Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz
2017 — conf
Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction.
IWANN (1)
Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez
2016 B conf
A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction.
CEC
Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Silvia Jiménez-Fernández, Enrique Alexandre, Jose Carlos Nieto-Borge, Sancho Salcedo-Sanz
2016 — conf
Feature Selection with a Grouping Genetic Algorithm - Extreme Learning Machine Approach for Wind Power Prediction.
CAEPIA
Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Sancho Salcedo-Sanz
2016 B conf
Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms.
CEC
Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, Sancho Salcedo-Sanz
2015 — conf
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model.
IWANN (2)
Pedro Antonio Gutiérrez, Juan Carlos Fernández, María Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, César Hervás-Martínez
2015 C conf
Nested evolutionary algorithms for joint structure design and operation of micro-grids under variable electricity prices scenarios.
INISTA
R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, P. Díaz-Villar, Sancho Salcedo-Sanz