Marcos Antônio Alves

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

Explaining machine learning based diagnosis of COVID-19 from routine blood tests with decision trees and criteria graphs

Marcos Antônio Alves, Giulia Zanon de Castro, Bruno Alberto Soares Oliveira et al. · Computers in Biology and Medicine · 2021 · 107 citations · Full text

Disease Diagnosis, Health Informatics, Engineering +12

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

Scalable and customizable benchmark problems for many-objective optimization

Ivan Reinaldo Meneghini, Marcos Antônio Alves, António Gaspar‐Cunha et al. · Applied Soft Computing · 2020 · 31 citations · Full text

Probabilistic Forecasting with Seasonal Ensemble Fuzzy Time-Series

Petrônio Cândido de Lima e Silva, Marcos Antônio Alves, Carlos Alberto Severiano et al. · 2018 · 13 citations

Forecasting Methodology, Fuzzy Logic, Engineering +6