Augusto Júnio Guimarães

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 Júnio Guimarães, Paulo Vitor de Campos Souza et al. · Machine Learning and Knowledge Extraction · 2019 · 62 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function

Paulo Vitor de Campos Souza, Luiz C. B. Torres, Augusto Júnio Guimarães et al. · Soft Computing · 2019 · 32 citations

Fuzzy Logic, Engineering, Machine Learning +9

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 Júnio Guimarães · Applied Soft Computing · 2021 · 30 citations · Full text

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

Paulo Vitor de Campos Souza, Augusto Júnio Guimarães · 2018 · 27 citations

Artificial Intelligence, Engineering, Machine Learning +24

Pruning Fuzzy Neural Network Applied to the Construction of Expert Systems to Aid in the Diagnosis of the Treatment of Cryotherapy and Immunotherapy

Augusto Júnio Guimarães, Paulo Vitor de Campos Souza, Vinícius Jonathan Silva Araújo et al. · Big Data and Cognitive Computing · 2019 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18