Augusto Junio Guimarães

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 25

Top Topics

Fuzzy Neural Network

Regression Problems

Top Venues

Publications

Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Huoston Rodrigues Batista, Edwin Lughofer
Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease. SMC (2022)
Paulo Vitor de Campos Souza, Eduardo A. Soares, Augusto Junio Guimarães, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende
Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network. Evol. Syst. 12 (4) (2021)
Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimarães
Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums. FUZZ-IEEE (2021)
Paulo Vitor de Campos Souza, Cristiano Fraga Guimaraes Nunes, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Vincius Jonathan Silva Arajuo
Self-organized direction aware for regularized fuzzy neural networks. Evol. Syst. 12 (2) (2021)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Edwin Lughofer
An intelligent Bayesian hybrid approach to help autism diagnosis. Soft Comput. 25 (14) (2021)
Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimarães
An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons. Appl. Soft Comput. 112 (2021)
Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Edwin Lughofer
Hybrid Model for Parkinson's Disease Prediction. IPMU (2) (2020)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Luiz Antônio F. do Nascimento, Lucas Oliveira Batista
An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection. EAIS (2020)
Hiram Ponce, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Guillermo Gonzalez-Mora
Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data. Eng. Appl. Artif. Intell. 89 (2020)
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
Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people. FUZZ-IEEE (2019)
Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Paulo Vitor de Campos Souza
A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults. AIAI (2019)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Lucas Oliveira Batista
Bayesian Fuzzy Clustering neural network for regression problems. SMC (2019)
Paulo Vitor de Campos Souza, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Augusto Junio Guimarães
Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination. EANN (2019)
Lucas Oliveira Batista, Gabriel Adriano de Silva, Vanessa Souza Araújo, Vinícius Jonathan Silva Araújo, Thiago Silva Rezende, Augusto Junio Guimarães, Paulo Vitor de Campos Souza
Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection. CoRR (2019)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo
Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development. Appl. Intell. 49 (9) (2019)
Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo
Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function. Int. J. Artif. Intell. Tools 28 (1) (2019)
Paulo Vitor de Campos Souza, Thiago Silva Rezende, Augusto Junio Guimarães, Vanessa Souza Araujo, Lucas Oliveira Batista, Gabriel Adriano da Silva, Vinicius Jonathan Silva Araujo
Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks. J. Intell. Fuzzy Syst. 36 (6) (2019)
Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Vinícius Jonathan Silva Araújo, Thiago Silva Rezende, Vanessa Souza Araújo
Pruning Fuzzy Neural Network Applied to the Construction of Expert Systems to Aid in the Diagnosis of the Treatment of Cryotherapy and Immunotherapy. Big Data Cogn. Comput. 3 (2) (2019)
Vinícius Jonathan Silva Araújo, Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Thiago Silva Rezende, Vanessa Souza Araújo
Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer. Mach. Learn. Knowl. Extr. 1 (1) (2019)
Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende
Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function. Soft Comput. 23 (23) (2019)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo
Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development. CoRR (2018)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães
Using fuzzy neural networks for improving the prediction of children with autism through mobile devices. ISCC (2018)
Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Thiago Silva Rezende
Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy. IBERAMIA (2018)
Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende
Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient. LA-CCI (2018)
Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araújo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo
Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems. Inteligencia Artif. 21 (62) (2018)