Jorge Pérez‐Aracil

Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques

Dušan Fister, Jorge Pérez‐Aracil, César Peláez-Rodríguez et al. · Applied Soft Computing · 2023 · 62 citations · Full text

Deep learning ensembles for accurate fog-related low-visibility events forecasting

César Peláez-Rodríguez, Jorge Pérez‐Aracil, A. de Lopez-Diz et al. · Neurocomputing · 2023 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

A hierarchical classification/regression algorithm for improving extreme wind speed events prediction

César Peláez-Rodríguez, Jorge Pérez‐Aracil, Dušan Fister et al. · Renewable Energy · 2022 · 25 citations

Meteorology, Probabilistic Forecasting, Engineering +10

Improving the prediction of extreme wind speed events with generative data augmentation techniques

M. Vega-Bayo, Jorge Pérez‐Aracil, L. Prieto-Godino et al. · Renewable Energy · 2023 · 22 citations

Meteorology, Data Augmentation, Numerical Weather Prediction +8

Spain on fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information

Helena Liz, Javier Huertas‐Tato, Jorge Pérez‐Aracil et al. · Knowledge-Based Systems · 2023 · 21 citations · Full text