Matheus Henrique Dal Molin Ribeiro

Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho · Applied Soft Computing · 2019 · 510 citations

Forecasting Methodology, Engineering, Machine Learning +16

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil

Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Viviana Cocco Mariani et al. · Chaos Solitons & Fractals · 2020 · 495 citations · Full text

Emerging Infectious Diseases, Global Health, Global Health Crisis +6

A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting

Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno et al. · Energy · 2020 · 177 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +7

Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting

Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Sinvaldo Rodrigues Moreno et al. · International Journal of Electrical Power & Energy Systems · 2021 · 158 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables

Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Viviana Cocco Mariani et al. · Chaos Solitons & Fractals · 2020 · 130 citations · Full text

Artificial Intelligence, Climatology, Forecasting Methodology +14