Seguir
César Peláez-Rodríguez
César Peláez-Rodríguez
Dirección de correo verificada de uah.es
Título
Citado por
Citado por
Año
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
222023
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
122023
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
122022
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
72023
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
52023
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
42023
Accurate Long-term Air Temperature Prediction with a Fusion of Artificial Intelligence and Data Reduction Techniques
D Fister, J Pérez-Aracil, C Peláez-Rodríguez, J Del Ser, S Salcedo-Sanz
arXiv preprint arXiv:2209.15424, 2022
42022
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
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
32021
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
22024
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
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
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
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
2024
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
2024
Autoencoder Framework for General Forecasting
D Fister, C Peláez-Rodríguez, L Cornejo-Bueno, J Pérez-Aracil, ...
International Work-Conference on the Interplay Between Natural and …, 2024
2024
A Spatio-Temporal Optimization-Based Feature Selection Framework for detecting drivers of heatwaves
C Peláez-Rodríguez, J Pérez-Aracil, R McAdam, A Squintu, ...
EGU24, 2024
2024
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, 111556, 2024
2024
Machine learning applied to non-deterministic actions affecting slender structures and their active cancellation.
C Peláez Rodríguez
2024
Towards the effective autoencoder architecture to detect weather anomalies
D Fister, J Pérez-Aracil, C Peláez-Rodríguez, M Drouard, PG Zaninelli, ...
EGU General Assembly Conference Abstracts, EGU-7457, 2023
2023
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20