Uninorm based regularized fuzzy neural networks. - Paulo Vitor de Campos Souza; Gustavo Rodrigues Lacerda Silva; Luiz Carlos Bambirra Torres (EAIS, 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 (IBERAMIA, 2018)

Using fuzzy neural networks for improving the prediction of children with autism through mobile devices. - Paulo Vitor de Campos Souza; Augusto Junio Guimarães (ISCC, 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 (LA-CCI, 2018)

Regularized Fuzzy Neural Network Based on Or Neuron for Time Series Forecasting. - Paulo Vitor de Campos Souza; Luiz Carlos Bambirra Torres (NAFIPS, 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)

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)

Pruning fuzzy neural networks based on unineuron for problems of classification of patterns. - Paulo Vitor de Campos Souza (J. Intell. Fuzzy Syst., 2018)

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 (EANN, 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 (FUZZ-IEEE, 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 (AIAI, 2019)

Intelligent Control Navigation Emerging on Multiple Mobile Robots Applying Social Wound Treatment. - Hiram Ponce; Paulo Vitor de Campos Souza (IPDPS Workshops, 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 (SMC, 2019)

A Method to Improve Speed of Training Algorithm in Artificial Hydrocarbon Networks. - Paulo Vitor de Campos Souza; Hiram Ponce; Lourdes Martínez-Villaseñor (SMC, 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)

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)

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)

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)

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)

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)

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)

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 (EAIS, 2020)

EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams - With Application to Power Quality Disturbance Detection and Classification. - Daniel F. Leite; Leticia Decker; Marcio Santana; Paulo Vitor de Campos Souza (FUZZ-IEEE, 2020)

Knowledge extraction about patients surviving breast cancer treatment through an autonomous fuzzy neural network. - Paulo Vitor de Campos Souza; Yu-Kai Wang; Edwin Lughofer (FUZZ-IEEE, 2020)

Hybrid Model for Parkinson's Disease Prediction. - Augusto Junio Guimarães; Paulo Vitor de Campos Souza; Edwin Lughofer (IPMU (2), 2020)

A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks. - Hiram Ponce; Paulo Vitor de Campos Souza (MICAI (1), 2020)

Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature. - Paulo Vitor de Campos Souza (Appl. Soft Comput., 2020)

Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data. - Hiram Ponce; Paulo Vitor de Campos Souza; Augusto Junio Guimarães; Guillermo Gonzalez-Mora (Eng. Appl. Artif. Intell., 2020)

Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds. - Paulo Vitor de Campos Souza; Hiram Ponce; Edwin Lughofer (Knowl. Based Syst., 2020)

Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network. - Paulo Vitor de Campos Souza; Edwin Lughofer (Sensors, 2020)

Evolving Fuzzy Neural Network Based on Uni-nullneuron to Identify Auction Fraud. - Paulo Vitor de Campos Souza; Edwin Lughofer; Augusto Junio Guimarães (IFSA/EUSFLAT/AGOP, 2021)

Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums. - Paulo Vitor de Campos Souza; Edwin Lughofer; Augusto Junio Guimarães (FUZZ-IEEE, 2021)

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 Guimarães (Appl. Soft Comput., 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)

Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network. - Paulo Vitor de Campos Souza; Eduardo A. Soares 001; Augusto Junio Guimarães; Vanessa Souza Araujo; Vinicius Jonathan Silva Araujo; Thiago Silva Rezende (Evol. Syst., 2021)

An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities. - Paulo Vitor de Campos Souza; Edwin Lughofer (Neurocomputing, 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)

EFNN-Gen - a uni-nullneuron-based evolving fuzzy neural network with generalist rules. - Paulo Vitor de Campos Souza; Edwin Lughofer (EAIS, 2022)

An interpretable uni-nullneuron-based evolving neuro-fuzzy network acting to identify Dry Beans. - Paulo Vitor de Campos Souza; Edwin Lughofer (FUZZ-IEEE, 2022)

Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease. - Augusto Junio Guimarães; Paulo Vitor de Campos Souza; Huoston Rodrigues Batista; Edwin Lughofer (SMC, 2022)

An Explainable Evolving Fuzzy Neural Network in Position Identification of Basketball Players. - Paulo Vitor de Campos Souza; Edwin Lughofer (OLUD@WCCI, 2022)

An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms. - Paulo Vitor de Campos Souza; Edwin Lughofer (Fuzzy Sets Syst., 2022)

EFNN-NullUni: An evolving fuzzy neural network based on null-uninorm. - Paulo Vitor de Campos Souza; Edwin Lughofer (Fuzzy Sets Syst., 2022)

Online active learning for an evolving fuzzy neural classifier based on data density and specificity. - Paulo Vitor de Campos Souza; Edwin Lughofer (Neurocomputing, 2022)

An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network. - Paulo Vitor de Campos Souza; Edwin Lughofer; Huoston Rodrigues Batista (Sensors, 2022)

Knowledge Extraction About Beer Classification Using Evolving Fuzzy Neural Networks. - Paulo Vitor de Campos Souza (SSCI, 2023)

Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback. - Paulo Vitor de Campos Souza; Edwin Lughofer (Evol. Syst., 2023)

EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty. - Paulo Vitor de Campos Souza; Edwin Lughofer (Fuzzy Sets Syst., 2023)

Fuzzy Neural Network Model Based on Uni-Nullneuron in Extracting Knowledge About Risk Factors of Maternal Health. - Paulo Vitor de Campos Souza; Mauro Dragoni (AIME (1), 2024)

Knowledge extraction in auction verification employing techniques from machine learning and fuzzy neural networks. - Paulo Vitor de Campos Souza; Mauro Dragoni (EAIS, 2024)

Development of an Interpretable Uni-Null Neuron-Based Evolving Fuzzy Neural Network for Age Group Identification in Respondents with Diabetes. - Paulo Vitor de Campos Souza; Mauro Dragoni (ECAI, 2024)

PEFNN: Parallel Evolving Fuzzy Neural Network for Sepsis Identification in Patients. - Paulo Vitor de Campos Souza; Mauro Dragoni (FUZZ, 2024)

Artificial Intelligence in Emergency Care: Implementing Machine Learning for Triage Optimization in Italian Hospitals. - Paulo Vitor de Campos Souza; Mauro Dragoni (HC@AIxIA, 2024)

OFNN-UNI: Enhanced Optimized Fuzzy Neural Networks Based on Unineurons for Advanced Sepsis Classification. - Paulo Vitor de Campos Souza; Mauro Dragoni (ICANN (8), 2024)

Enhancing Logical Tensor Networks: Integrating Uninorm-Based Fuzzy Operators for Complex Reasoning. - Paulo Vitor de Campos Souza; Gianluca Apriceno; Mauro Dragoni (NeSy (2), 2024)

EFNN-Nul0- a trustworthy knowledge extraction about stress identification through evolving fuzzy neural networks. - Paulo Vitor de Campos Souza; Mauro Dragoni (Fuzzy Sets Syst., 2024)

IFNN: Enhanced interpretability and optimization in FNN via Adam algorithm. - Paulo Vitor de Campos Souza; Mauro Dragoni (Inf. Sci., 2024)

A Trustworthy Evolutionary Fuzzy Neural Network Framework for Maternal Health Risk Classification. - Gianluca Apriceno; Marina Segala; Giovanni Valer; Nicola Muraro; Vincenzo Netti; Paulo Vitor de Campos Souza; Mauro Dragoni (AIME (2), 2025)

eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream. - Sávio Rodrigues; Alisson Marques da Silva; Paulo Vitor de Campos Souza (Evol. Syst., 2025)