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Journal Articles
- 2024
[j25]Paulo Vitor de Campos Souza
, Mauro Dragoni:
EFNN-Nul0- a trustworthy knowledge extraction about stress identification through evolving fuzzy neural networks. Fuzzy Sets Syst. 487: 109008 (2024)- [j24]Paulo Vitor de Campos Souza, Mauro Dragoni:
IFNN: Enhanced interpretability and optimization in FNN via Adam algorithm. Inf. Sci. 678: 121002 (2024) - 2023
- [j23]Paulo Vitor de Campos Souza, Edwin Lughofer:
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback. Evol. Syst. 14(2): 319-341 (2023) - [j22]Paulo Vitor de Campos Souza, Edwin Lughofer:
EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty. Fuzzy Sets Syst. 466: 108438 (2023) - 2022
- [j21]Paulo Vitor de Campos Souza, Edwin Lughofer:
An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms. Fuzzy Sets Syst. 426: 1-26 (2022) - [j20]Paulo Vitor de Campos Souza, Edwin Lughofer:
EFNN-NullUni: An evolving fuzzy neural network based on null-uninorm. Fuzzy Sets Syst. 449: 1-31 (2022) - [j19]Paulo Vitor de Campos Souza, Edwin Lughofer:
Online active learning for an evolving fuzzy neural classifier based on data density and specificity. Neurocomputing 512: 269-286 (2022) - [j18]Paulo Vitor de Campos Souza, Edwin Lughofer, Huoston Rodrigues Batista:
An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network. Sensors 22(14): 5446 (2022) - 2021
- [j17]Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimarães:
An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons. Appl. Soft Comput. 112: 107829 (2021) - [j16]Paulo Vitor de Campos Souza, Cristiano Fraga Guimaraes Nunes, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Vincius Jonathan Silva Arajuo:
Self-organized direction aware for regularized fuzzy neural networks. Evol. Syst. 12(2): 303-317 (2021) - [j15]Paulo Vitor de Campos Souza, Eduardo A. Soares, Augusto Junio Guimarães, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende:
Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network. Evol. Syst. 12(4): 899-911 (2021) - [j14]Paulo Vitor de Campos Souza, Edwin Lughofer:
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities. Neurocomputing 451: 231-251 (2021) - [j13]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Edwin Lughofer:
An intelligent Bayesian hybrid approach to help autism diagnosis. Soft Comput. 25(14): 9163-9183 (2021) - 2020
- [j12]Paulo Vitor de Campos Souza:
Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature. Appl. Soft Comput. 92: 106275 (2020) - [j11]Hiram Ponce, Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Guillermo Gonzalez-Mora:
Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data. Eng. Appl. Artif. Intell. 89: 103427 (2020) - [j10]Paulo Vitor de Campos Souza, Hiram Ponce, Edwin Lughofer:
Evolving fuzzy neural hydrocarbon networks: A model based on organic compounds. Knowl. Based Syst. 203: 106099 (2020) - [j9]Paulo Vitor de Campos Souza, Edwin Lughofer:
Identification of Heart Sounds with an Interpretable Evolving Fuzzy Neural Network. Sensors 20(22): 6477 (2020) - 2019
- [j8]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo:
Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development. Appl. Intell. 49(9): 3221-3234 (2019) - [j7]Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Vinícius Jonathan Silva Araújo, Thiago Silva Rezende, Vanessa Souza Araújo:
Pruning Fuzzy Neural Network Applied to the Construction of Expert Systems to Aid in the Diagnosis of the Treatment of Cryotherapy and Immunotherapy. Big Data Cogn. Comput. 3(2): 22 (2019) - [j6]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo:
Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function. Int. J. Artif. Intell. Tools 28(1): 1950003:1-1950003:25 (2019) - [j5]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:
Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks. J. Intell. Fuzzy Syst. 36(6): 6743-6763 (2019) - [j4]Vinícius Jonathan Silva Araújo, Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Thiago Silva Rezende, Vanessa Souza Araújo:
Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer. Mach. Learn. Knowl. Extr. 1(1): 466-482 (2019) - [j3]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres, Augusto Junio Guimarães, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende:
Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function. Soft Comput. 23(23): 12475-12489 (2019) - 2018
- [j2]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araújo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo:
Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems. Inteligencia Artif. 21(62): 114-133 (2018) - [j1]Paulo Vitor de Campos Souza:
Pruning fuzzy neural networks based on unineuron for problems of classification of patterns. J. Intell. Fuzzy Syst. 35(2): 2597-2605 (2018)
Conference and Workshop Papers
- 2024
- [c28]Paulo Vitor de Campos Souza, Mauro Dragoni:
Fuzzy Neural Network Model Based on Uni-Nullneuron in Extracting Knowledge About Risk Factors of Maternal Health. AIME (1) 2024: 70-75 - [c27]Paulo Vitor de Campos Souza, Mauro Dragoni:
Knowledge extraction in auction verification employing techniques from machine learning and fuzzy neural networks. EAIS 2024: 1-8 - [c26]Paulo Vitor de Campos Souza, Mauro Dragoni:
Development of an Interpretable Uni-Null Neuron-Based Evolving Fuzzy Neural Network for Age Group Identification in Respondents with Diabetes. ECAI 2024: 2943-2949 - [c25]Paulo Vitor de Campos Souza, Mauro Dragoni:
PEFNN: Parallel Evolving Fuzzy Neural Network for Sepsis Identification in Patients. FUZZ 2024: 1-9 - [c24]Paulo Vitor de Campos Souza, Mauro Dragoni:
OFNN-UNI: Enhanced Optimized Fuzzy Neural Networks Based on Unineurons for Advanced Sepsis Classification. ICANN (8) 2024: 116-131 - [c23]Paulo Vitor de Campos Souza, Gianluca Apriceno, Mauro Dragoni:
Enhancing Logical Tensor Networks: Integrating Uninorm-Based Fuzzy Operators for Complex Reasoning. NeSy (2) 2024: 68-79 - 2023
- [c22]Paulo Vitor de Campos Souza:
Knowledge Extraction About Beer Classification Using Evolving Fuzzy Neural Networks. SSCI 2023: 1532-1539 - 2022
- [c21]Paulo Vitor de Campos Souza, Edwin Lughofer:
EFNN-Gen - a uni-nullneuron-based evolving fuzzy neural network with generalist rules. EAIS 2022: 1-10 - [c20]Paulo Vitor de Campos Souza, Edwin Lughofer:
An interpretable uni-nullneuron-based evolving neuro-fuzzy network acting to identify Dry Beans. FUZZ-IEEE 2022: 1-9 - [c19]Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Huoston Rodrigues Batista, Edwin Lughofer:
Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease. SMC 2022: 2681-2688 - [c18]Paulo Vitor de Campos Souza, Edwin Lughofer:
An Explainable Evolving Fuzzy Neural Network in Position Identification of Basketball Players. OLUD@WCCI 2022 - 2021
- [c17]Paulo Vitor de Campos Souza, Edwin Lughofer, Augusto Junio Guimarães:
Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums. FUZZ-IEEE 2021: 1-8 - 2020
- [c16]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Luiz Antônio F. do Nascimento, Lucas Oliveira Batista:
An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection. EAIS 2020: 1-8 - [c15]Daniel F. Leite, Leticia Decker, Marcio Santana, Paulo Vitor de Campos Souza:
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams - With Application to Power Quality Disturbance Detection and Classification. FUZZ-IEEE 2020: 1-9 - [c14]Paulo Vitor de Campos Souza, Yu-Kai Wang, Edwin Lughofer:
Knowledge extraction about patients surviving breast cancer treatment through an autonomous fuzzy neural network. FUZZ-IEEE 2020: 1-8 - [c13]Augusto Junio Guimarães, Paulo Vitor de Campos Souza, Edwin Lughofer:
Hybrid Model for Parkinson's Disease Prediction. IPMU (2) 2020: 621-634 - [c12]Hiram Ponce, Paulo Vitor de Campos Souza:
A Comparative Analysis of Evolutionary Learning in Artificial Hydrocarbon Networks. MICAI (1) 2020: 223-234 - 2019
- [c11]Paulo Vitor de Campos Souza, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Augusto Junio Guimarães:
Pruning Extreme Wavelets Learning Machine by Automatic Relevance Determination. EANN 2019: 208-220 - [c10]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:
Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people. FUZZ-IEEE 2019: 1-6 - [c9]Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Vanessa Souza Araujo, Lucas Oliveira Batista, Paulo Vitor de Campos Souza:
A Hybrid Model Based on Fuzzy Rules to Act on the Diagnosed of Autism in Adults. AIAI 2019: 401-412 - [c8]Hiram Ponce, Paulo Vitor de Campos Souza:
Intelligent Control Navigation Emerging on Multiple Mobile Robots Applying Social Wound Treatment. IPDPS Workshops 2019: 559-564 - [c7]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Thiago Silva Rezende, Vanessa Souza Araujo, Vinicius Jonathan Silva Araujo, Lucas Oliveira Batista:
Bayesian Fuzzy Clustering neural network for regression problems. SMC 2019: 1492-1499 - [c6]Paulo Vitor de Campos Souza, Hiram Ponce, Lourdes Martínez-Villaseñor:
A Method to Improve Speed of Training Algorithm in Artificial Hydrocarbon Networks. SMC 2019: 1913-1919 - 2018
- [c5]Paulo Vitor de Campos Souza, Gustavo Rodrigues Lacerda Silva, Luiz Carlos Bambirra Torres:
Uninorm based regularized fuzzy neural networks. EAIS 2018: 1-8 - [c4]Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Thiago Silva Rezende:
Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy. IBERAMIA 2018: 229-240 - [c3]Paulo Vitor de Campos Souza, Augusto Junio Guimarães:
Using fuzzy neural networks for improving the prediction of children with autism through mobile devices. ISCC 2018: 1086-1089 - [c2]Paulo Vitor de Campos Souza, Vanessa Souza Araujo, Augusto Junio Guimarães, Vinicius Jonathan Silva Araujo, Thiago Silva Rezende:
Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient. LA-CCI 2018: 1-6 - [c1]Paulo Vitor de Campos Souza, Luiz Carlos Bambirra Torres:
Regularized Fuzzy Neural Network Based on Or Neuron for Time Series Forecasting. NAFIPS 2018: 13-23
Editorship
- 2024
- [e1]José Antonio Iglesias Martínez, Rashmi Dutta Baruah, Dimitry Kangin, Paulo Vitor de Campos Souza:
IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024, Madrid, Spain, May 23-24, 2024. IEEE 2024, ISBN 979-8-3503-6623-5 [contents]
Informal and Other Publications
- 2020
- [i3]Daniel F. Leite, Leticia Decker, Marcio Santana, Paulo Vitor de Campos Souza:
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams - With Application to Power Quality Disturbance Detection and Classification. CoRR abs/2004.09986 (2020) - 2019
- [i2]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:
Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection. CoRR abs/1901.02868 (2019) - 2018
- [i1]Paulo Vitor de Campos Souza, Augusto Junio Guimarães, Vanessa Souza Araujo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo:
Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development. CoRR abs/1812.01351 (2018)
Coauthor Index
aka: Vanessa Souza Araújo
aka: Vinícius Jonathan Silva Araújo
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last updated on 2024-10-28 21:14 CET by the dblp team
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