Paulo Vitor de Campos Souza
Orcid: 0000-0002-7343-5844
According to our database1,
Paulo Vitor de Campos Souza
authored at least 47 papers
between 2018 and 2023.
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Bibliography
2023
EFNC-Exp: An evolving fuzzy neural classifier integrating expert rules and uncertainty.
Fuzzy Sets Syst., August, 2023
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback.
Evol. Syst., April, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
2022
An Explainable Evolving Fuzzy Neural Network to Predict the k Barriers for Intrusion Detection Using a Wireless Sensor Network.
Sensors, 2022
Online active learning for an evolving fuzzy neural classifier based on data density and specificity.
Neurocomputing, 2022
Fuzzy Sets Syst., 2022
An advanced interpretable Fuzzy Neural Network model based on uni-nullneuron constructed from n-uninorms.
Fuzzy Sets Syst., 2022
An Explainable Evolving Fuzzy Neural Network in Position Identification of Basketball Players.
Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), 2022
Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
An interpretable uni-nullneuron-based evolving neuro-fuzzy network acting to identify Dry Beans.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
EFNN-Gen - a uni-nullneuron-based evolving fuzzy neural network with generalist rules.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022
2021
An evolving neuro-fuzzy system based on uni-nullneurons with advanced interpretability capabilities.
Neurocomputing, 2021
Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network.
Evol. Syst., 2021
Evol. Syst., 2021
An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons.
Appl. Soft Comput., 2021
Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
Sensors, 2020
Knowl. Based Syst., 2020
Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data.
Eng. Appl. Artif. Intell., 2020
Fuzzy neural networks and neuro-fuzzy networks: A review the main techniques and applications used in the literature.
Appl. Soft Comput., 2020
Proceedings of the Advances in Soft Computing, 2020
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
Knowledge extraction about patients surviving breast cancer treatment through an autonomous fuzzy neural network.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams - With Application to Power Quality Disturbance Detection and Classification.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
An Intelligent Hybrid Model for the Construction of Expert Systems in Malware Detection.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020
2019
Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function.
Soft Comput., 2019
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., 2019
Evolving fuzzy neural networks to aid in the construction of systems specialists in cyber attacks.
J. Intell. Fuzzy Syst., 2019
Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function.
Int. J. Artif. Intell. Tools, 2019
Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection.
CoRR, 2019
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., 2019
Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development.
Appl. Intell., 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Intelligent Control Navigation Emerging on Multiple Mobile Robots Applying Social Wound Treatment.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019
Proceedings of the Artificial Intelligence Applications and Innovations, 2019
Using hybrid systems in the construction of expert systems in the identification of cognitive and motor problems in children and young people.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the Engineering Applications of Neural Networks, 2019
2018
Pruning fuzzy neural networks based on unineuron for problems of classification of patterns.
J. Intell. Fuzzy Syst., 2018
Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development.
CoRR, 2018
Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems.
Inteligencia Artif., 2018
Proceedings of the Fuzzy Information Processing, 2018
Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018
Using fuzzy neural networks for improving the prediction of children with autism through mobile devices.
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018