De Campos Souza, Paulo Vitor
De Campos Souza, Paulo Vitor
IDA
A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks
2020-01-01 Ponce, H.; de Campos Souza, Paulo Vitor
A hybrid approach of intelligent systems to help predict absenteeism at work in companies
2019-01-01 Araujo, V. S.; Rezende, T. S.; Guimar(~a)es, A. J.; Araujo, V. J. S.; de Campos Souza, P. V.
A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults
2019-01-01 Guimarães, A. J.; Araujo, V. J. S.; Araujo, V. S.; Batista, L. O.; de Campos Souza, P. V.
A method to improve speed of training algorithm in artificial hydrocarbon networks
2019-01-01 de Campos Souza, Paulo Vitor.; Ponce, H.; Martinez-Villasenor, L.
An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms
2022-01-01 de Campos Souza, P. V.; Lughofer, E.
An Advanced Pruning Method in the Architecture of Extreme Learning Machines Using L1-Regularization and Bootstrapping
2020-01-01 De Campos Souza, Paulo Vitor; Torres, Luiz; Lacerda, Gustavo; Braga, Antonio; Lughofer, Edwin
An Evolving Fuzzy Neural Network Based on Or-Type Logic Neurons for Identifying and Extracting Knowledge in Auction Fraud
2022-01-01 De Campos Souza, Paulo Vitor; Lughofer, Edwin; Rodrigues, Huoston; Guimaraes, Augusto
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities
2021-01-01 de Campos Souza, P. V.; Lughofer, E.
An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network
2022-01-01 De Campos Souza, Paulo Vitor; Lughofer, Edwin; Rodrigues Batista, Huoston
An intelligent Bayesian hybrid approach to help autism diagnosis
2021-01-01 De Campos Souza, Paulo Vitor; Junio Guimaraes, Augusto; Souza Araujo, Vanessa; Lughofer, Edwin
An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection
2020-01-01 de Campos Souza, Paulo Vitor; Guimaraes, A. J.; Rezende, T. S.; Araujo, V. S.; Do Nascimento, L. A. F.; Batista, L. O.
An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons
2021-01-01 de Campos Souza, P. V.; Lughofer, E.; Guimaraes, A. J.
An Interpretable Machine Learning Model for Human Fall Detection Systems Using Hybrid Intelligent Models
2020-01-01 de Campos Souza, Paulo Vitor.; Guimaraes, A. J.; Araujo, V. S.; Batista, L. O.; Rezende, T. S.
Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network
2021-01-01 de Campos Souza, P. V.; Soares, E. A.; Guimar(~a)es, A. J.; Araujo, V. S.; Araujo, V. J. S.; Rezende, T. S.
Bayesian fuzzy clustering neural network for regression problems
2019-01-01 de Campos Souza, Paulo Vitor; Guimares, A. J.; Rezende, T. S.; Araujo, V. S.; Araujo, V. J. S.; Batista, L. O.
Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function
2019-01-01 de Campos Souza, P. V.; Torres, L. C. B.; Guimaraes, A. J.; Araujo, V. S.; Araujo, V. J. S.; Rezende, T. S.
Detection of Anomalies in Large-Scale Cyberattacks Using Fuzzy Neural Networks
2020-01-01 De Campos Souza, Paulo Vitor; Junio Guimaraes, Augusto; Silva Rezende, Thiago; Jonathan Silva Araujo, Vinicius; Souza Araujo, Vanessa
Development of fast and reliable nature-inspired computing for supervised learning in high-dimensional data
2020-01-01 Ponce, H.; Gonzalez-Mora, G.; Morales-Olvera, E.; de Campos Souza, Paulo Vitor
EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty
2023-01-01 De Campos Souza, Paulo Vitor; Lughofer, Edwin
EFNN-NullUni: An evolving fuzzy neural network based on null-uninorm
2022-01-01 De Campos Souza, Paulo Vitor; Lughofer, Edwin
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks | 1-gen-2020 | Ponce, H.; de Campos Souza, Paulo Vitor | |
| A hybrid approach of intelligent systems to help predict absenteeism at work in companies | 1-gen-2019 | Araujo, V. S.; Rezende, T. S.; Guimar(~a)es, A. J.; Araujo, V. J. S.; de Campos Souza, P. V. | |
| A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults | 1-gen-2019 | Guimarães, A. J.; Araujo, V. J. S.; Araujo, V. S.; Batista, L. O.; de Campos Souza, P. V. | |
| A method to improve speed of training algorithm in artificial hydrocarbon networks | 1-gen-2019 | de Campos Souza, Paulo Vitor.; Ponce, H.; Martinez-Villasenor, L. | |
| An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms | 1-gen-2022 | de Campos Souza, P. V.; Lughofer, E. | |
| An Advanced Pruning Method in the Architecture of Extreme Learning Machines Using L1-Regularization and Bootstrapping | 1-gen-2020 | De Campos Souza, Paulo Vitor; Torres, Luiz; Lacerda, Gustavo; Braga, Antonio; Lughofer, Edwin | |
| An Evolving Fuzzy Neural Network Based on Or-Type Logic Neurons for Identifying and Extracting Knowledge in Auction Fraud | 1-gen-2022 | De Campos Souza, Paulo Vitor; Lughofer, Edwin; Rodrigues, Huoston; Guimaraes, Augusto | |
| An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities | 1-gen-2021 | de Campos Souza, P. V.; Lughofer, E. | |
| An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network | 1-gen-2022 | De Campos Souza, Paulo Vitor; Lughofer, Edwin; Rodrigues Batista, Huoston | |
| An intelligent Bayesian hybrid approach to help autism diagnosis | 1-gen-2021 | De Campos Souza, Paulo Vitor; Junio Guimaraes, Augusto; Souza Araujo, Vanessa; Lughofer, Edwin | |
| An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection | 1-gen-2020 | de Campos Souza, Paulo Vitor; Guimaraes, A. J.; Rezende, T. S.; Araujo, V. S.; Do Nascimento, L. A. F.; Batista, L. O. | |
| An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons | 1-gen-2021 | de Campos Souza, P. V.; Lughofer, E.; Guimaraes, A. J. | |
| An Interpretable Machine Learning Model for Human Fall Detection Systems Using Hybrid Intelligent Models | 1-gen-2020 | de Campos Souza, Paulo Vitor.; Guimaraes, A. J.; Araujo, V. S.; Batista, L. O.; Rezende, T. S. | |
| Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network | 1-gen-2021 | de Campos Souza, P. V.; Soares, E. A.; Guimar(~a)es, A. J.; Araujo, V. S.; Araujo, V. J. S.; Rezende, T. S. | |
| Bayesian fuzzy clustering neural network for regression problems | 1-gen-2019 | de Campos Souza, Paulo Vitor; Guimares, A. J.; Rezende, T. S.; Araujo, V. S.; Araujo, V. J. S.; Batista, L. O. | |
| Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function | 1-gen-2019 | de Campos Souza, P. V.; Torres, L. C. B.; Guimaraes, A. J.; Araujo, V. S.; Araujo, V. J. S.; Rezende, T. S. | |
| Detection of Anomalies in Large-Scale Cyberattacks Using Fuzzy Neural Networks | 1-gen-2020 | De Campos Souza, Paulo Vitor; Junio Guimaraes, Augusto; Silva Rezende, Thiago; Jonathan Silva Araujo, Vinicius; Souza Araujo, Vanessa | |
| Development of fast and reliable nature-inspired computing for supervised learning in high-dimensional data | 1-gen-2020 | Ponce, H.; Gonzalez-Mora, G.; Morales-Olvera, E.; de Campos Souza, Paulo Vitor | |
| EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty | 1-gen-2023 | De Campos Souza, Paulo Vitor; Lughofer, Edwin | |
| EFNN-NullUni: An evolving fuzzy neural network based on null-uninorm | 1-gen-2022 | De Campos Souza, Paulo Vitor; Lughofer, Edwin |