Laura Cornejo-Bueno

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Autoregressive Model

Evolutionary Algorithm

Rotational Invariant

Top Venues

Publications

Dusan Fister, César Peláez-Rodríguez, Laura Cornejo-Bueno, Jorge Pérez-Aracil, Sancho Salcedo-Sanz
Autoencoder Framework for General Forecasting. IWINAC (2) (2024)
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)
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)
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 (2022)
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 (2021)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
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 (2018)
Zaher Mundher Yaseen, Ravinesh C. Deo, Ameer 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 (2018)
Laura Cornejo-Bueno
New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy and Facilities Management Problems. CoRR (2018)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)