César Peláez-Rodríguez

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

A fuzzy-based cascade ensemble model for improving extreme wind speeds prediction

César Peláez-Rodríguez, Jorge Pérez‐Aracil, L. Prieto-Godino et al. · Journal of Wind Engineering and Industrial Aerodynamics · 2023 · 19 citations · Full text

Efficient prediction of fog-related low-visibility events with Machine Learning and evolutionary algorithms

César Peláez-Rodríguez, Jorge Pérez‐Aracil, C. Casanova‐Mateo et al. · Atmospheric Research · 2023 · 18 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +18