Marcos Antonio Alves

According to our database, Marcos Antonio Alves authored at least 7 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

Marcos Antonio Alves, Giulia Zanon Castro, Bruno Alberto Soares Oliveira, Leonardo Augusto Ferreira, Jaime Arturo Ramírez, Rodrigo C. P. Silva, Frederico Gadelha Guimarães

Comput. Biol. Medicine, 2021

2020

COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions.

Petrônio C. L. Silva, Paulo V. C. Batista, Helder Seixas Lima, Marcos Antonio Alves, Frederico G. Guimarães, Rodrigo C. P. Silva

CoRR, 2020

Reference evapotranspiration time series forecasting with ensemble of convolutional neural networks.

Patrícia de Oliveira e Lucas, Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães

Comput. Electron. Agric., 2020

Forecasting in non-stationary environments with fuzzy time series.

Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Marcos Antonio Alves, Rodrigo César Pedrosa Silva, Miri Weiss-Cohen, Frederico Gadelha Guimarães

Appl. Soft Comput., 2020

Scalable and customizable benchmark problems for many-objective optimization.

Ivan Reinaldo Meneghini, Marcos Antonio Alves, António Gaspar-Cunha, Frederico Gadelha Guimarães

Appl. Soft Comput., 2020

2018

An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series.

Marcos Antonio Alves, Petrônio Cândido de Lima e Silva, Carlos Alberto Severiano Junior, Gustavo Linhares Vieira, Frederico Gadelha Guimarães, Hossein Javedani Sadaei

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2012

Logic and Information: an approach quantitative informational of logical consequence.

Marcos Antonio Alves

PhD thesis, 2012