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 (IBERAMIA, 2018)

Using fuzzy neural networks for improving the prediction of children with autism through mobile devices. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães (ISCC, 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 (LA-CCI, 2018)

Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Vanessa Souza Araújo; Thiago Silva Rezende; Vinicius Jonathan Silva Araujo (Inteligencia Artif., 2018)

Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Vanessa Souza Araujo; Thiago Silva Rezende; Vinicius Jonathan Silva Araujo (CoRR, 2018)

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 (EANN, 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 (FUZZ-IEEE, 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 (AIAI, 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 (SMC, 2019)

Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Vanessa Souza Araujo; Thiago Silva Rezende; Vinicius Jonathan Silva Araujo (Appl. Intell., 2019)

Pruning Fuzzy Neural Network Applied to the Construction of Expert Systems to Aid in the Diagnosis of the Treatment of Cryotherapy and Immunotherapy. - Augusto Junio Guimarães; Paulo Vitor de Campos Souza; Vinícius Jonathan Silva Araújo; Thiago Silva Rezende; Vanessa Souza Araújo (Big Data Cogn. Comput., 2019)

Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection. - 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 (CoRR, 2019)

Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function. - Paulo Vitor de Campos Souza; Luiz Carlos Bambirra Torres; Augusto Junio Guimarães; Vanessa Souza Araujo (Int. J. Artif. Intell. Tools, 2019)

Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks. - 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 (J. Intell. Fuzzy Syst., 2019)

Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer. - Vinícius Jonathan Silva Araújo; Augusto Junio Guimarães; Paulo Vitor de Campos Souza; Thiago Silva Rezende; Vanessa Souza Araújo (Mach. Learn. Knowl. Extr., 2019)

Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function. - Paulo Vitor de Campos Souza; Luiz Carlos Bambirra Torres; Augusto Junio Guimarães; Vanessa Souza Araujo; Vinicius Jonathan Silva Araujo; Thiago Silva Rezende (Soft Comput., 2019)

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 (EAIS, 2020)

Hybrid Model for Parkinson's Disease Prediction. - Augusto Junio Guimarães; Paulo Vitor de Campos Souza; Edwin Lughofer (IPMU (2), 2020)

Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data. - Hiram Ponce; Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Guillermo Gonzalez-Mora (Eng. Appl. Artif. Intell., 2020)

Evolving Fuzzy Neural Network Based on Uni-nullneuron to Identify Auction Fraud. - Paulo Vitor de Campos Souza; Edwin Lughofer; Augusto Junio Guimarães (IFSA/EUSFLAT/AGOP, 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 (FUZZ-IEEE, 2021)

An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons. - Paulo Vitor de Campos Souza; Edwin Lughofer; Augusto Junio Guimarães (Appl. Soft Comput., 2021)

Self-organized direction aware for regularized fuzzy neural networks. - Paulo Vitor de Campos Souza; Cristiano Fraga Guimaraes Nunes; Augusto Junio Guimarães; Thiago Silva Rezende; Vanessa Souza Araujo; Vincius Jonathan Silva Arajuo (Evol. Syst., 2021)

Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network. - Paulo Vitor de Campos Souza; Eduardo A. Soares 001; Augusto Junio Guimarães; Vanessa Souza Araujo; Vinicius Jonathan Silva Araujo; Thiago Silva Rezende (Evol. Syst., 2021)

An intelligent Bayesian hybrid approach to help autism diagnosis. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Vanessa Souza Araujo; Edwin Lughofer (Soft Comput., 2021)

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 (SMC, 2022)