Augusto Junio Guimarães

According to our database, Augusto Junio Guimarães authored at least 11 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2022

Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease.

Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Huoston Rodrigues Batista, Edwin Lughofer

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums.

Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimarães

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Hybrid Model for Parkinson's Disease Prediction.

Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Edwin Lughofer

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection.

Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Luiz Antônio F. do Nascimento, Lucas Oliveira Batista

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

2019

Bayesian Fuzzy Clustering neural network for regression problems.

Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Lucas Oliveira Batista

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults.

Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Paulo Vitor de Campos Souza

Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people.

Paulo Vitor de Campos Souza, Amanda G. dos Reis, Gabriela R. R. Marques, Augusto Junio Guimarães, Vinícius Jonathan Silva Araújo, Vanessa Souza Araujo, Thiago Silva Rezende, Lucas Oliveira Batista, Gabriel Adriano da Silva

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination.

Paulo Vitor de Campos Souza, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Augusto Junio Guimarães

Proceedings of the Engineering Applications of Neural Networks, 2019

2018

Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient.

Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Using fuzzy neural networks for improving the prediction of children with autism through mobile devices.

Paulo Vitor de Campos Souza, Augusto Junio Guimarães

Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018

Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy.

Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Thiago Silva Rezende

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018