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Jorge Pérez-Aracil
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 17
Top Topics
Data Reduction
Air Temperature
Optimization Algorithm
Machine Learning
Top Venues
CoRR
Appl. Soft Comput.
Expert Syst. Appl.
Soft Comput.
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Publications
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Helena Liz-López
,
Javier Huertas-Tato
,
Jorge Pérez-Aracil
,
Carlos Casanova-Mateo
,
Julia Sanz-Justo
,
David Camacho
Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information.
Knowl. Based Syst.
283 (2024)
Vinícius G. Costa
,
Jorge Pérez-Aracil
,
Sancho Salcedo-Sanz
,
Carlos Eduardo Pedreira
Evolving interpretable decision trees for reinforcement learning.
Artif. Intell.
327 (2024)
César Peláez-Rodríguez
,
Jorge Pérez-Aracil
,
Dusan Fister
,
Ricardo Torres-Lopez
,
Sancho Salcedo-Sanz
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches.
Expert Syst. Appl.
238 (Part E) (2024)
Jorge Pérez-Aracil
,
Alejandro Mateo Hernández-Díaz
,
Cosmin Madalin Marina
,
Sancho Salcedo-Sanz
Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms.
Expert Syst. Appl.
225 (2023)
Dusan Fister
,
Jorge Pérez-Aracil
,
César Peláez-Rodríguez
,
Javier Del Ser
,
Sancho Salcedo-Sanz
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques.
Appl. Soft Comput.
136 (2023)
Helena Liz-López
,
Javier Huertas-Tato
,
Jorge Pérez-Aracil
,
Carlos Casanova-Mateo
,
Julia Sanz-Justo
,
David Camacho
Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information.
CoRR
(2023)
César Peláez-Rodríguez
,
Jorge Pérez-Aracil
,
A. de Lopez-Diz
,
Carlos Casanova-Mateo
,
Dusan Fister
,
Silvia Jiménez-Fernández
,
Sancho Salcedo-Sanz
Deep learning ensembles for accurate fog-related low-visibility events forecasting.
Neurocomputing
549 (2023)
Carolina Gil Marcelino
,
Jorge Pérez-Aracil
,
Elizabeth F. Wanner
,
Silvia Jiménez-Fernández
,
Gabriel Matos Cardoso Leite
,
Sancho Salcedo-Sanz
Cross-entropy boosted CRO-SL for optimal power flow in smart grids.
Soft Comput.
27 (10) (2023)
Dusan Fister
,
Jorge Pérez-Aracil
,
César Peláez-Rodríguez
,
Javier Del Ser
,
Sancho Salcedo-Sanz
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques.
CoRR
(2022)
Jorge Pérez-Aracil
,
Carlos Camacho-Gómez
,
P. Reynolds
,
Emiliano Pereira
,
Sancho Salcedo-Sanz
Optimal vibration isolation and alignment over non-rigid bases with the CRO-SL ensemble.
Eng. Appl. Artif. Intell.
113 (2022)
Jorge Pérez-Aracil
,
Carlos Camacho-Gómez
,
Eugenio Lorente-Ramos
,
Cosmin M. Marina
,
Sancho Salcedo-Sanz
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL.
CoRR
(2022)
Alejandro M. Hernández-Díaz
,
Jorge Pérez-Aracil
,
David Casillas-Perez
,
Emiliano Pereira
,
Sancho Salcedo-Sanz
Hybridizing machine learning with metaheuristics for preventing convergence failures in mechanical models based on compression field theories.
Appl. Soft Comput.
130 (2022)
Carolina Gil Marcelino
,
Elizabeth F. Wanner
,
Flávio V. C. Martins
,
Jorge Pérez-Aracil
,
Silvia Jiménez-Fernández
,
Sancho Salcedo-Sanz
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm.
CEC
(2022)
Sancho Salcedo-Sanz
,
Jorge Pérez-Aracil
,
Guido Ascenso
,
Javier Del Ser
,
David Casillas-Pérez
,
Christopher Kadow
,
Dusan Fister
,
David Barriopedro
,
Ricardo García-Herrera
,
Marcello Restelli
,
Matteo Giuliani
,
Andrea Castelletti
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review.
CoRR
(2022)
Jorge Pérez-Aracil
,
Carlos Camacho-Gómez
,
Alejandro Mateo Hernández-Díaz
,
Emiliano Pereira
,
David Camacho
,
Sancho Salcedo-Sanz
Memetic coral reefs optimization algorithms for optimal geometrical design of submerged arches.
Swarm Evol. Comput.
67 (2021)
Jorge Pérez-Aracil
,
Carlos Camacho-Gómez
,
Alejandro M. Hernández-Díaz
,
Emiliano Pereira
,
Sancho Salcedo-Sanz
Submerged Arches Optimal Design With a Multi-Method Ensemble Meta-Heuristic Approach.
IEEE Access
8 (2020)
Alejandro M. Hernández-Díaz
,
Andrés Bueno-Crespo
,
Jorge Pérez-Aracil
,
José M. Cecilia
Multi-objective optimal design of submerged arches using extreme learning machine and evolutionary algorithms.
Appl. Soft Comput.
71 (2018)