Ramon Gomes da Silva

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 · 500 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +12

Multi-step wind speed forecasting based on hybrid multi-stage decomposition model and long short-term memory neural network

Sinvaldo Rodrigues Moreno, Ramon Gomes da Silva, Viviana Cocco Mariani et al. · Energy Conversion and Management · 2020 · 212 citations

Natural Sciences, Meteorology, Forecasting +15

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 · 181 citations

Computing, Data Science, Meteorology +14

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 · 165 citations

Computing, Data Science, Meteorology +14

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 · 132 citations · Full text

Computing, Infectious Diseases, Meteorology +16