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César Peláez-Rodríguez
César Peláez-Rodríguez
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Title
Cited by
Cited by
Year
Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques
D Fister, J Pérez-Aracil, C Peláez-Rodríguez, J Del Ser, S Salcedo-Sanz
Applied Soft Computing 136, 110118, 2023
39*2023
Deep learning ensembles for accurate fog-related low-visibility events forecasting
C Peláez-Rodríguez, J Pérez-Aracil, A de Lopez-Diz, C Casanova-Mateo, ...
Neurocomputing 549, 126435, 2023
212023
A hierarchical classification/regression algorithm for improving extreme wind speed events prediction
C Peláez-Rodríguez, J Pérez-Aracil, D Fister, L Prieto-Godino, RC Deo, ...
Renewable Energy 201, 157-178, 2022
182022
Bike sharing and cable car demand forecasting using machine learning and deep learning multivariate time series approaches
C Peláez-Rodríguez, J Pérez-Aracil, D Fister, R Torres-López, ...
Expert Systems with Applications 238, 122264, 2024
122024
A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction
C Peláez-Rodríguez, J Pérez-Aracil, L Prieto-Godino, S Ghimire, RC Deo, ...
Journal of Wind Engineering and Industrial Aerodynamics 240, 105507, 2023
112023
Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach
C Peláez-Rodríguez, CM Marina, J Pérez-Aracil, C Casanova-Mateo, ...
Atmosphere 14 (3), 542, 2023
92023
Efficient prediction of fog-related low-visibility events with Machine Learning and evolutionary algorithms
C Peláez-Rodríguez, J Pérez-Aracil, C Casanova-Mateo, S Salcedo-Sanz
Atmospheric Research 295, 106991, 2023
82023
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic
C Peláez-Rodríguez, J Pérez-Aracil, CM Marina, L Prieto-Godino, ...
Knowledge-Based Systems 291, 111556, 2024
62024
Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams
AM Hernández-Díaz, J Pérez-Aracil, E Lorente-Ramos, CM Marina, ...
Results in Engineering 22, 102139, 2024
42024
An explainable machine learning approach for hospital emergency department visits forecasting using continuous training and multi-model regression
C Peláez-Rodríguez, R Torres-López, J Pérez-Aracil, N López-Laguna, ...
Computer Methods and Programs in Biomedicine 245, 108033, 2024
42024
Mathematical modelling of ageing acceleration of the human follicle due to oxidative stress and other factors
AM Portillo, C Peláez
Mathematical Medicine and Biology: A Journal of the IMA 38 (3), 273-291, 2021
42021
Evolutionary Computation-Based Active Mass Damper Implementation for Vibration Mitigation in Slender Structures Using a Low-Cost Processor
C Peláez-Rodríguez, A Magdaleno, Á Iglesias-Pordomingo, ...
Actuators 12 (6), 254, 2023
32023
Human-induced force reconstruction using a non-linear electrodynamic shaker applying an iterative neural network algorithm
C Peláez-Rodríguez, Á Magdaleno, S Salcedo-Sanz, A Lorenzana
Bulletin of the Polish Academy of Sciences: Technical Sciences, e144615-e144615, 2023
22023
Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model
C Peláez-Rodríguez, L Cornejo-Bueno, D Fister, J Pérez-Aracil, ...
International Work-Conference on the Interplay Between Natural and …, 2024
12024
On the Estimation of the Moving Mass of a TMD Installed on a Lively Structure
A Magdaleno, C Pelaez, A Iglesias-Pordomingo, A Lorenzana
Applied Sciences 11 (10), 4712, 2021
12021
Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting
Á Abad‐Santjago, C Peláez‐Rodríguez, J Pérez‐Aracil, J Sanz‐Justo, ...
Expert Systems 42 (2), e13830, 2025
2025
Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events
C Peláez-Rodríguez, J Pérez-Aracil, AM Gómez-Orellana, D Guijo-Rubio, ...
Applied Ocean Research 153, 104273, 2024
2024
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection
J Pérez-Aracil, C Peláez-Rodríguez, R McAdam, A Squintu, CM Marina, ...
arXiv preprint arXiv:2411.10108, 2024
2024
Long-term temperature prediction with hybrid autoencoder algorithms
J Pérez-Aracil, D Fister, CM Marina, C Peláez-Rodríguez, ...
Applied Computing and Geosciences 23, 100185, 2024
2024
An iterative neural network approach applied to human-induced force reconstruction using a non-linear electrodynamic shaker
C Peláez-Rodríguez, Á Magdaleno, JMG Terán, J Pérez-Aracil, ...
Heliyon 10 (12), 2024
2024
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