Paulo Vitor Campos Souza
Paulo Vitor Campos Souza
Otros nombresPaulo Vitor de Campos Souza, Paulo Vitor de C. Souza
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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
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
Regularized fuzzy neural networks for pattern classification problems
PVC Souza
International Journal of Applied Engineering Research 13 (5), 2985-2991, 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
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
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
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
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
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
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
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities
PV de Campos Souza, E Lughofer
Neurocomputing 451, 231-251, 2021
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
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
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
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
Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds
P Souza, H Ponce, E Lughofer
Knowledge-Based Systems 203, 106099, 2020
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
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
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
Egfc: Evolving gaussian fuzzy classifier from never-ending semi-supervised data streams–with application to power quality disturbance detection and classification
D Leite, L Decker, M Santana, P Souza
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-9, 2020
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