Vanessa Souza Araujo

According to our database, Vanessa Souza Araujo authored at least 19 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network.

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

Evol. Syst., 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

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

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

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

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

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

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

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

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

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

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

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

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 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