Paulo Vitor de Campos Souza

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Utilização de Redes Neurais Nebulosas para criação de um Sistema Especialista em Invasões Cibernéticas

Lucas Oliveira Batista, Faculdade Una de Betim, Gabriel Silva, 2018, ICoFCS-2018.

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

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, 2019, Soft Comput..

Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds

Edwin Lughofer, Paulo Vitor de Campos Souza, Hiram Ponce, 2020, Knowl. Based Syst..

An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection

Lucas Oliveira Batista, Thiago Silva Rezende, Paulo Vitor de Campos Souza, 2020, 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Bayesian Fuzzy Clustering neural network for regression problems

Lucas Oliveira Batista, Thiago Silva Rezende, Paulo Vitor de Campos Souza, 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC).

Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection pdf

Lucas Oliveira Batista, Thiago Silva Rezende, Paulo Vitor de Campos Souza, 2018, The International Journal of Forensic Computer Science.

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

Paulo Vitor de Campos Souza, Augusto Junio Guimarães, P. V. C. Souza, 2018, 2018 IEEE Symposium on Computers and Communications (ISCC).

Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature

Paulo Vitor de Campos Souza, Paulo Vitor de Campos Souza, P. V. C. Souza, 2020, Appl. Soft Comput..

Hybrid Model for Parkinson’s Disease Prediction

Edwin Lughofer, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2020, IPMU.

An Advanced Pruning Method in the Architecture of Extreme Learning Machines Using L1-Regularization and Bootstrapping

Edwin Lughofer, Paulo Vitor de Campos Souza, Antônio de Pádua Braga, 2020, Electronics.

Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination

Lucas Oliveira Batista, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2019, EANN.

Using Fuzzy Neural Networks to Improve Prediction of Expert Systems for Detection of Breast Cancer

Lucas Oliveira Batista, Vanessa Souza Araujo, Thiago Silva Rezende, 2018, Anais do XV Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2018).

Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data

Paulo Vitor de Campos Souza, Hiram Ponce, Augusto Junio Guimarães, 2020, Eng. Appl. Artif. Intell..

ACPT-Pruning method in the architecture of extreme learning machines based on partial least squares regression

Paulo Vitor de Campos Souza, 2018 .

Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2018, Inteligencia Artif..

Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2020, Evolving Systems.

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

Vanessa Souza Araujo, Thiago Silva Rezende, Augusto Junio Guimaraes, 2019, Big Data Cogn. Comput..

An Interpretable Machine Learning Model for Human Fall Detection Systems Using Hybrid Intelligent Models

Lucas Oliveira Batista, Thiago Silva Rezende, Paulo Vitor de Campos Souza, 2020, Challenges and Trends in Multimodal Fall Detection for Healthcare.

Detection of Anomalies in Large-Scale Cyberattacks Using Fuzzy Neural Networks

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2020, AI.

Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer

Vanessa Souza Araujo, Thiago Silva Rezende, Augusto Junio Guimaraes, 2019, Mach. Learn. Knowl. Extr..

Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks

Lucas Oliveira Batista, Thiago Silva Rezende, Paulo Vitor de Campos Souza, 2019, J. Intell. Fuzzy Syst..

Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2018, 2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI).

A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks

Paulo Vitor de Campos Souza, Hiram Ponce, 2020, MICAI.

Regularized fuzzy neural networks based on nullneurons for problems of classification of patterns

Paulo Vitor de Campos Souza, Pedro Felipe Alves de Oliveira, P. V. C. Souza, 2018 .

A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults

Lucas Oliveira Batista, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2019, AIAI.

Uninorm based regularized fuzzy neural networks

Paulo Vitor de Campos Souza, Gustavo Rodrigues Lacerda Silva, G. R. L. Silva, 2018, 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Using Fuzzy Neural Networks Regularized to Support Software for Predicting Autism in Adolescents on Mobile Devices

Thiago Silva Rezende, Augusto Junio Guimaraes, Paulo Vitor de Campos Souza, 2019 .

Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function

Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, 2019, Int. J. Artif. Intell. Tools.

Regularized Fuzzy Neural Network Based on Or Neuron for Time Series Forecasting

Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, L. Torres, 2018, NAFIPS.

Knowledge extraction about patients surviving breast cancer treatment through an autonomous fuzzy neural network

Edwin Lughofer, Paulo Vitor de Campos Souza, Yu-Kai Wang, 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2018, IBERAMIA.

Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development pdf

Thiago Silva Rezende, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2018, International Journal of Artificial Intelligence & Applications.

Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network

Edwin Lughofer, Paulo Vitor de Campos Souza, E. Lughofer, 2020, Sensors.

Pruning fuzzy neural networks based on unineuron for problems of classification of patterns

Paulo Vitor de Campos Souza, P. V. C. Souza, 2018, J. Intell. Fuzzy Syst..

Evolving Fuzzy Neural Network Based on Uni-nullneuron to Identify Auction Fraud

Edwin Lughofer, Augusto Junio Guimaraes, Paulo Vitor de Campos Souza, 2021, Joint Proceedings of the 19th World Congress of the International Fuzzy Systems Association (IFSA), the 12th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), and the 11th International Summer School on Aggregation Operators (AG.

Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums

Edwin Lughofer, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2021, 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities

Edwin Lughofer, Paulo Vitor de Campos Souza, E. Lughofer, 2021, Neurocomputing.

An intelligent Bayesian hybrid approach to help autism diagnosis

Edwin Lughofer, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2021, Soft Computing.

An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons

Edwin Lughofer, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, 2021, Appl. Soft Comput..