Domingos S. de O. Santos

An adaptive hybrid system using deep learning for wind speed forecasting

Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira, Domingos S. de O. Santos et al. · Information Sciences · 2021 · 49 citations

Speed Forecasting, Engineering, Machine Learning +9

Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies

Mawloud Guermoui, Kacem Gairaa, Khaled Ferkous et al. · Journal of Cleaner Production · 2022 · 44 citations

Meteorology, Global Solar Radiation, Solar Variability +8

Solar Irradiance Forecasting Using Dynamic Ensemble Selection

Domingos S. de O. Santos, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira et al. · Applied Sciences · 2022 · 38 citations · Full text

Renewable Energy Generation, Forecasting Methodology, Probabilistic Forecasting +15

A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting

Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira, Domingos S. de O. Santos et al. · IEEE Access · 2020 · 28 citations · Full text

Artificial Intelligence, Meteorology, Forecasting Methodology +14

A hybrid system based on ensemble learning to model residuals for time series forecasting

Domingos S. de O. Santos, Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira et al. · Information Sciences · 2023 · 25 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +8