Giovanni Pires

According to our database, Giovanni Pires authored at least 13 papers between 2003 and 2025.

Collaborative distances:

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

2025

Predicting and Interpreting Clinical Deterioration in the Intensive Care Unit Using Machine Learning and Explainable AI.

Vanderleicio Carvalho Leite Junior, Matheus Giovanni Pires, Fabiana Cristina Bertoni

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2021

A Modified NSGA-DO for Solving Multiobjective Optimization Problems.

Jussara Gomes Machado, Matheus Giovanni Pires, Fabiana Cristina Bertoni, Adinovam Henriques de Macedo Pimenta, Heloisa de Arruda Camargo

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2020

Genetic Learning Analysis of Fuzzy Rule-Based Classification Systems Considering Data Reduction.

Allen Hichard Marques Santos, Matheus Giovanni Pires, Fabiana Cristina Bertoni

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2017

Aplicação de Algoritmos Evolutivos Multiobjetivo na Seleção de Instâncias.

Fabiana Cristina Bertoni, Matheus Giovanni Pires

Proceedings of the 13th Brazilian Symposium on Information Systems, 2017

2016

Automated Fuzzy System Based on Feature Extraction and Selection for Opinion Classification Across Different Domains.

Matheus Cardoso, Angelo C. Loula, Matheus Giovanni Pires

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

2015

Building a Fuzzy System for Opinion Classification Across Different Domains.

Matheus Cardoso, Angelo C. Loula, Giovanni Pires

Proceedings of the Workshop on Fuzzy Logic in AI, 2015

2010

Neurogenetic Approach for Solving Dynamic Programming Problems.

Matheus Giovanni Pires, Ivan Nunes da Silva

Proceedings of the Artifical Intelligence and Soft Computing, 2010

2008

Neurogenetic approach for solving dynamic programming problems.

Matheus Giovanni Pires, Ivan Nunes da Silva, Fabiana Cristina Bertoni

Proceedings of the IEEE International Conference on Systems, 2008

Solving Shortest Path Problem Using Hopfield Networks and Genetic Algorithms.

Matheus Giovanni Pires, Ivan Nunes da Silva, Fabiana Cristina Bertoni

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

A Neurogenetic Approach and its Application to Constrained Nonlinear Convex Optimization Problems with Joint and Disjoint Feasible Regions.

Fabiana Cristina Bertoni, Ivan Nunes da Silva, Matheus Giovanni Pires

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2004

Genetic learning of fuzzy rules applied to sequencing problem of FMS.

Pablo Alberto Dalbem de Castro, Matheus Giovanni Pires, Heloisa de Arruda Camargo, Orides Morandin Jr., Edilson R. R. Kato

Proceedings of the IEEE International Conference on Systems, 2004

Genetic Learning and Optimization of Fuzzy Sets in Fuzzy Rule-Based System.

Matheus Giovanni Pires, Heloisa de Arruda Camargo

Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

2003

A real time production sequencing rule for machines of a FMS using fuzzy logic.

Matheus Giovanni Pires, Pablo Alberto Dalbem de Castro, Orides Morandin Jr., Heloisa de Arruda Camargo, Edilson R. R. Kato

Proceedings of the IEEE International Conference on Systems, 2003