| 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 | 16 | 2023 |
| 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 | 9 | 2022 |
| 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 | 7 | 2023 |
| 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 | 5 | 2023 |
| 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 | 4 | 2023 |
| 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 | 3 | 2023 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| 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 | 1 | 2024 |
| 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 | 1 | 2021 |
| 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 |
| 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 | | 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 |
| Damage detection in slender structures based on a hybrid system of supervised learning algorithms and model updating to analyze raw dynamic data C Peláez, Á Magdaleno, A Lorenzana 6 th International Conference on Mechanical Models in Structural Engineering, 34, 0 | | |
| DESIGN, IMPLEMENTATION AND EXPERIMENTAL VALIDATION OF AN ACTIVE MASS DAMPER FOR VIBRATION MITIGATION IN SLENDER STRUCTURES USING A LOW-COST PROCESSOR. C Peláez, Á Magdaleno, A Lorenzana | | |
Jorge Pérez-AracilUniversidad de AlcaláVerified email at uah.es
