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ORCIDAugusto Junio Guimarães
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Journal Articles
- 2021
[j12]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: 107829 (2021)- [j11]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): 303-317 (2021) - [j10]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): 899-911 (2021) - [j9]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): 9163-9183 (2021) - 2020
- [j8]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: 103427 (2020) - 2019
- [j7]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): 3221-3234 (2019) - [j6]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): 22 (2019) - [j5]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): 1950003:1-1950003:25 (2019) - [j4]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): 6743-6763 (2019) - [j3]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): 466-482 (2019) - [j2]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): 12475-12489 (2019) - 2018
- [j1]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): 114-133 (2018)
Conference and Workshop Papers
- 2022
- [c11]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: 2681-2688 - 2021
- [c10]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: 1-8 - 2020
- [c9]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: 1-8 - [c8]Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Edwin Lughofer:
Hybrid Model for Parkinson's Disease Prediction. IPMU (2) 2020: 621-634 - 2019
- [c7]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: 208-220 - [c6]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: 1-6 - [c5]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: 401-412 - [c4]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: 1492-1499 - 2018
- [c3]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: 229-240 - [c2]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: 1086-1089 - [c1]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: 1-6
Informal and Other Publications
- 2019
- [i2]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 abs/1901.02868 (2019) - 2018
- [i1]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 abs/1812.01351 (2018)
Coauthor Index
aka: Vanessa Souza Araújo
aka: Vinícius Jonathan Silva Araújo
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