Petrônio Cândido de Lima e Silva

COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions

Petrônio Cândido de Lima e Silva, Paulo Vitor do Carmo Batista, Hélder Seixas Lima et al. · Chaos Solitons & Fractals · 2020 · 404 citations · Full text

Health Economics, Economic Effects, Global Health Crisis +10

Short-term load forecasting by using a combined method of convolutional neural networks and fuzzy time series

Hossein Javedani Sadaei, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães et al. · Energy · 2019 · 317 citations

Forecasting Methodology, Engineering, Data Science +9

Probabilistic Forecasting With Fuzzy Time Series

Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosângela Ballini et al. · IEEE Transactions on Fuzzy Systems · 2019 · 93 citations

Forecasting Methodology, Fuzzy Logic, Engineering +11

Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks

Patrícia de Oliveira e Lucas, Marcos Antônio Alves, Petrônio Cândido de Lima e Silva et al. · Computers and Electronics in Agriculture · 2020 · 80 citations

Hydrometeorology, Forecasting Methodology, Probabilistic Forecasting +9

Time series forecasting using fuzzy cognitive maps: a survey

Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães · Artificial Intelligence Review · 2022 · 79 citations

Forecasting Methodology, Fuzzy Logic, Engineering +8