| Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature PV de Campos Souza Applied soft computing 92, 106275, 2020 | 231 | 2020 |
| Using resistin, glucose, age and BMI and pruning fuzzy neural network for the construction of expert systems in the prediction of breast cancer VJ Silva Araújo, AJ Guimarães, PV de Campos Souza, TS Rezende, ... Machine Learning and Knowledge Extraction 1 (1), 466-482, 2019 | 65 | 2019 |
| Regularized fuzzy neural networks for pattern classification problems PVC Souza International Journal of Applied Engineering Research 13 (5), 2985-2991, 2018 | 49 | 2018 |
| Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection LO Batista, GA de Silva, VS Araújo, VJS Araújo, TS Rezende, ... International Journal of Forensic Computer Science 13 (1), 8-21, 2019 | 43 | 2019 |
| An advanced interpretable fuzzy neural network model based on uni-nullneuron constructed from n-uninorms PV de Campos Souza, E Lughofer Fuzzy Sets and Systems 426, 1-26, 2022 | 37 | 2022 |
| Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function PV de Campos Souza, LCB Torres, AJ Guimaraes, VS Araujo, VJS Araujo, ... Soft Computing 23 (23), 12475-12489, 2019 | 34 | 2019 |
| Regularized Fuzzy Neural Network based on Or Neuron for Time Series Forecasting PV de Campos Souza, LCB Torres North American Fuzzy Information Processing Society Meeting (NAFIPS 2018), 2018 | 34 | 2018 |
| Using fuzzy neural networks to the prediction of improvement in expert systems for treatment of immunotherapy AJ Guimarães, VJ Silva Araujo, PV de Campos Souza, VS Araujo, ... Ibero-American Conference on Artificial Intelligence, 229-240, 2018 | 32 | 2018 |
| Pruning fuzzy neural networks based on unineuron for problems of classification of patterns P Vitor de Campos Souza Journal of Intelligent & Fuzzy Systems 35 (2), 2597-2605, 2018 | 30 | 2018 |
| An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities PV de Campos Souza, E Lughofer Neurocomputing 451, 231-251, 2021 | 28 | 2021 |
| A hybrid approach of intelligent systems to help predict absenteeism at work in companies VS Araujo, TS Rezende, AJ Guimarães, VJS Araujo, ... SN Applied Sciences 1 (6), 536, 2019 | 28 | 2019 |
| Uninorm Based Regularized Fuzzy Neural Networks PV de Campos Souza, GR Lacerda Silva, LC Bambirra Torres IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2018), 2018 | 28 | 2018 |
| Using fuzzy neural networks for improving the prediction of children with autism through mobile devices PV de Campos Souza, AJ Guimaraes 2018 IEEE Symposium on Computers and Communications (ISCC), 01086-01089, 2018 | 27 | 2018 |
| Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds P Souza, H Ponce, E Lughofer Knowledge-Based Systems 203, 106099, 2020 | 23 | 2020 |
| Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data H Ponce, PV de Campos Souza, AJ Guimarães, G Gonzalez-Mora Engineering Applications of Artificial Intelligence 89, 103427, 2020 | 23 | 2020 |
| Incremental regularized data density-based clustering neural networks to aid in the construction of effort forecasting systems in software development PV de Campos Souza, AJ Guimaraes, VS Araujo, TS Rezende, ... Applied Intelligence 49 (9), 3221-3234, 2019 | 23 | 2019 |
| A hybrid model based on fuzzy rules to act on the diagnosed of autism in adults AJ Guimarães, VJS Araujo, VS Araujo, LO Batista, PV de Campos Souza IFIP international conference on artificial intelligence applications and …, 2019 | 23 | 2019 |
| Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks PV de Campos Souza, TS Rezende, AJ Guimaraes, VS Araujo, LO Batista, ... Journal of Intelligent & Fuzzy Systems 36 (6), 6743-6763, 2019 | 23 | 2019 |
| Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems PV de Campos Souza, AJ Guimaraes, VS Araújo, TS Rezende, ... Inteligencia Artificial 21 (62), 114-133, 2018 | 23 | 2018 |
| Pruning fuzzy neural network applied to the construction of expert systems to aid in the diagnosis of the treatment of cryotherapy and immunotherapy A Junio Guimarães, P Vitor de Campos Souza, V Jonathan Silva Araújo, ... Big Data and Cognitive Computing 3 (2), 22, 2019 | 22 | 2019 |
Augusto Júnio GuimarãesPuc - MinasVerified email at compasso.com.br
