Self-organized direction aware for regularized fuzzy neural networks
Paulo Vitor de Campos Souza , Cristiano Fraga Guimaraes Nunes , Augusto Junio Guimares , Thiago Silva Rezende
Evolving Systems 12 ( 2) 303 -317
11
2021
Bayesian Fuzzy Clustering neural network for regression problems
Paulo Vitor de C. Souza , Augusto J. Guimares , Thiago Silva Rezende , Vanessa Souza Araujo
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) 1492 -1499
4
2019
A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults
Augusto J. Guimarães , Vinicius J. Silva Araujo , Vanessa S. Araujo , Lucas O. Batista
artificial intelligence applications and innovations 401 -412
8
2019
A hybrid approach of intelligent systems to help predict absenteeism at work in companies
Vanessa S. Araujo , Thiago S. Rezende , Augusto J. Guimarães , Vinicius J. Silva Araujo
SN Applied Sciences 1 ( 6) 1 -13
8
2019
Using Fuzzy Neural Networks to Improve Prediction of Expert Systems for Detection of Breast Cancer
Augusto Júnio Guimaraes , Vinicius Jonathan Araújo , Lucas de Oliveira Batista , Paulo Vitor Campos Souza
Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018) 799 -810
9
2018
Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people
Paulo VC Souza , Amanda G dos Reis , Gabriela R R Marques , Augusto J Guimaraes
ieee international conference on fuzzy systems 1 -6
7
2019
An interpretable machine learning model for human fall detection systems using hybrid intelligent models
Paulo Vitor C Souza , Augusto J Guimaraes , Vanessa S Araujo , Lucas O Batista
Challenges and Trends in Multimodal Fall Detection for Healthcare 181 -205
15
2020
An intelligent Bayesian hybrid approach to help autism diagnosis
Edwin Lughofer , Paulo Vitor de Campos Souza , Vanessa Souza Araujo , Augusto Junio Guimaraes
soft computing 1 -21
2021
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 Guimaraes , Vanessa Souza Ararújo , Thiago Silva Rezende
Intelligenza Artificiale 21 ( 62) 114 -133
16
2018
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 Guimaraes , Vanessa Souza Araujo , Thiago Silva Rezende
Applied Intelligence 49 ( 9) 3221 -3234
11
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 Guimaraes , Vanessa Souza Araujo
Journal of Intelligent and Fuzzy Systems 36 ( 6) 6743 -6763
8
2019
Using fuzzy neural networks for improving the prediction of children with autism through mobile devices.
Paulo Vitor de Campos Souza , Augusto Junio Guimaraes
international symposium on computers and communications 1086 -1089
17
2018
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 Guimaraes , Vanessa Souza Araujo
Soft Computing 23 ( 23) 12475 -12489
18
2019
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 Guimaraes , Vincius Jonathan Silva Araujo
2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI) 1 -6
4
2018
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 Guimaraes
Applied Soft Computing 112 107829
10
2021
An Evolving Fuzzy Neural Network Based on Or-Type Logic Neurons for Identifying and Extracting Knowledge in Auction Fraud
Paulo Vitor de Campos Souza , Edwin Lughofer , Huoston Rodrigues Batista , Augusto Junio Guimaraes
Mathematics 10 ( 20) 3872
2
2022
Evolving fuzzy neural network based on uni-nullneuron to identify auction fraud
Paulo Vitor de Campos Souza , Edwin Lughofer , Augusto Junio Guimaraes
19th World Congress of the International Fuzzy Systems Association (IFSA), 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and 11th International Summer School on Aggregation Operators (AGOP) 314 -321
6
2021
Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums
Paulo Vitor de Campos Souza , Edwin Lughofer , Augusto Junio Guimaraes
2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 1 -8
1
2021
Autonomous data density pruning fuzzy neural network for optical interconnection network
Paulo Vitor de Campos Souza , Eduardo A Soares , Augusto Junio Guimaraes , Vanessa Souza Araujo
Evolving Systems 12 899 -911
9
2021
Using fuzzy neural networks regularized to support software for predicting autism in adolescents on mobile devices
Paulo Vitor de Campos Souza , Augusto Junio Guimaraes , Vanessa Souza Araujo , Thiago Silva Rezende
Smart Network Inspired Paradigm and Approaches in IoT Applications 115 -133
8
2019