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ORCIDLaura Cornejo-Bueno
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2020 – today
- 2024
[c13]Marta Vega-Bayo, Antonio Manuel Gómez-Orellana, Víctor Manuel Vargas Yun, David Guijo-Rubio, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Data Augmentation Techniques for Extreme Wind Prediction Improvement. IWINAC (2) 2024: 303-313- [c12]Dusan Fister
, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Autoencoder Framework for General Forecasting. IWINAC (2) 2024: 314-322 - [c11]César Peláez-Rodríguez, Laura Cornejo-Bueno, Dusan Fister, Jorge Pérez-Aracil, Sancho Salcedo-Sanz:
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model. IWINAC (2) 2024: 323-332 - 2022
- [j7]Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Randomization-based machine learning in renewable energy prediction problems: Critical literature review, new results and perspectives. Appl. Soft Comput. 118: 108526 (2022) - 2021
- [i2]Javier Del Ser, David Casillas-Perez, Laura Cornejo-Bueno, Luis Prieto-Godino, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives. CoRR abs/2103.14624 (2021) - 2020
- [j6]Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
Wind power ramp event detection with a hybrid neuro-evolutionary approach. Neural Comput. Appl. 32(2): 391-402 (2020) - [j5]Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
Correction to: Wind power ramp event detection with a hybrid neuro-evolutionary approach. Neural Comput. Appl. 32(2): 403 (2020) - [j4]Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing. Neural Process. Lett. 52(1): 57-74 (2020) - [j3]Sara Cornejo-Bueno, David Casillas-Pérez, Laura Cornejo-Bueno, Mihaela I. Chidean, Antonio J. Caamaño, Julia Sanz-Justo, Carlos Casanova-Mateo, Sancho Salcedo-Sanz:
Persistence Analysis and Prediction of Low-Visibility Events at Valladolid Airport, Spain. Symmetry 12(6): 1045 (2020)
2010 – 2019
- 2018
- [j2]Zaher Mundher Yaseen, Ravinesh C. Deo, Ameer A. Hilal, Abbas M. Abd, Laura Cornejo-Bueno, Sancho Salcedo-Sanz, Moncef L. Nehdi:
Predicting compressive strength of lightweight foamed concrete using extreme learning machine model. Adv. Eng. Softw. 115: 112-125 (2018) - [j1]Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz:
Bayesian optimization of a hybrid system for robust ocean wave features prediction. Neurocomputing 275: 818-828 (2018) - [c10]Laura Cornejo-Bueno, J. Acevedo-Rodríguez, Luis Prieto, Sancho Salcedo-Sanz:
A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms. IDC 2018: 97-106 - [c9]Laura Cornejo-Bueno, Carlos Casanova-Mateo, Julia Sanz-Justo, Sancho Salcedo-Sanz:
Merging ELMs with Satellite Data and Clear-Sky Models for Effective Solar Radiation Estimation. IDEAL (2) 2018: 163-170 - [i1]Laura Cornejo-Bueno:
New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems. CoRR abs/1806.02654 (2018) - 2017
- [c8]Laura Cornejo-Bueno, Eduardo C. Garrido-Merchán, Daniel Hernández-Lobato, Sancho Salcedo-Sanz:
Bayesian Optimization of a Hybrid Prediction System for Optimal Wave Energy Estimation Problems. IWANN (1) 2017: 648-660 - [c7]Manuel Dorado-Moreno, Laura Cornejo-Bueno, Pedro Antonio Gutiérrez, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez:
Combining Reservoir Computing and Over-Sampling for Ordinal Wind Power Ramp Prediction. IWANN (1) 2017: 708-719 - [c6]Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Carlos Camacho-Gómez, Luis Prieto, Alberto Barea-Ropero, Sancho Salcedo-Sanz:
A Hybrid Neuro-Evolutionary Algorithm for Wind Power Ramp Events Detection. IWANN (1) 2017: 745-756 - 2016
- [c5]Laura Cornejo-Bueno, Carlos Camacho-Gómez, Adrián Aybar-Ruíz, Luis Prieto, Sancho Salcedo-Sanz:
Feature Selection with a Grouping Genetic Algorithm - Extreme Learning Machine Approach for Wind Power Prediction. CAEPIA 2016: 373-382 - [c4]Carlos Camacho-Gómez, R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, Sancho Salcedo-Sanz:
Optimal placement of distributed generation in micro-grids with binary and integer-encoding evolutionary algorithms. CEC 2016: 3630-3637 - [c3]Laura Cornejo-Bueno, Adrián Aybar-Ruíz, Silvia Jiménez-Fernández, Enrique Alexandre, Jose Carlos Nieto-Borge, Sancho Salcedo-Sanz:
A grouping genetic algorithm - Extreme learning machine approach for optimal wave energy prediction. CEC 2016: 3817-3823 - 2015
- [c2]R. Mallol-Poyato, Silvia Jiménez-Fernández, Laura Cornejo-Bueno, P. Díaz-Villar, Sancho Salcedo-Sanz:
Nested evolutionary algorithms for joint structure design and operation of micro-grids under variable electricity prices scenarios. INISTA 2015: 1-5 - [c1]Pedro Antonio Gutiérrez, Juan Carlos Fernández, María Pérez-Ortiz, Laura Cornejo-Bueno, Enrique Alexandre-Cortizo, Sancho Salcedo-Sanz, César Hervás-Martínez:
Energy Flux Range Classification by Using a Dynamic Window Autoregressive Model. IWANN (2) 2015: 92-102
Coauthor Index
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