Search Results - "Guimaraes, Augusto Junio"

Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development by de Campos Souza, Paulo Vitor, Guimaraes, Augusto Junio, Araujo, Vanessa Souza, Rezende, Thiago Silva, Araujo, Vinicius Jonathan Silva

“…The challenge of reducing complexity, failures and time in software development are tasks found in the vast majority of information technology companies. The…”
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Regularized neuro-fuzzy AI model to aid score management in Online distance learning forums by Vitor de Campos Souza, Paulo, Lughofer, Edwin, Junio Guimaraes, Augusto

“…This paper proposes to use an artificial intelligence (AI) model based on neuro-fuzzy techniques to aid in the automatic evaluation of notes originated from…”
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An Evolving Fuzzy Neural Network Based on Or-Type Logic Neurons for Identifying and Extracting Knowledge in Auction Fraud by de Campos Souza, Paulo Vitor, Lughofer, Edwin, Batista, Huoston Rodrigues, Guimaraes, Augusto Junio

“…The rise in online transactions for purchasing goods and services can benefit the parties involved. However, it also creates uncertainty and the possibility of…”
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Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems by de Campos Souza, Paulo Vitor, Junio Guimaraes, Augusto, Souza Araújo, Vanessa, Silva Rezende, Thiago, Silva Araújo, Vinicius Jonathan

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Pruning Fuzzy Neural Network Applied to the Construction of Expert Systems to Aid in the Diagnosis of the Treatment of Cryotherapy and Immunotherapy by Junio Guimarães, Augusto, Vitor de Campos Souza, Paulo, Jonathan Silva Araújo, Vinícius, Silva Rezende, Thiago, Souza Araújo, Vanessa

“…Human papillomavirus (HPV) infection is related to frequent cases of cervical cancer and genital condyloma in humans. Up to now, numerous methods have come…”
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Stochastic parallel extreme artificial hydrocarbon networks: An implementation for fast and robust supervised machine learning in high-dimensional data by Ponce, Hiram, de Campos Souza, Paulo V., Guimarães, Augusto Junio, González-Mora, Guillermo

“…Artificial hydrocarbon networks (AHN) – a supervised learning method inspired on organic chemical structures and mechanisms – have shown improvements in…”
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An interpretable evolving fuzzy neural network based on self-organized direction-aware data partitioning and fuzzy logic neurons by de Campos Souza, Paulo Vitor, Lughofer, Edwin, Guimaraes, Augusto Junio

“…This paper proposes the definition of the architecture of an evolving fuzzy neural network based on self-organizing direction aware data partitioning through…”
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Autonomous Data Density pruning fuzzy neural network for Optical Interconnection Network by de Campos Souza, Paulo Vitor, Soares, Eduardo A., Guimarães, Augusto Junio, Araujo, Vanessa Souza, Araujo, Vinicius Jonathan S., Rezende, Thiago Silva

“…Traditionally, fuzzy neural networks have parametric clustering methods based on equally spaced membership functions to fuzzify inputs of the model. In this…”
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Detection of Anomalies in Large-Scale Cyberattacks Using Fuzzy Neural Networks by de Campos Souza, Paulo Vitor, Guimarães, Augusto Junio, Rezende, Thiago Silva, Silva Araujo, Vinicius Jonathan, Araujo, Vanessa Souza

“…The fuzzy neural networks are hybrid structures that can act in several contexts of the pattern classification, including the detection of failures and…”
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Fuzzy Neural Networks based on Fuzzy Logic Neurons Regularized by Resampling Techniques and Regularization Theory for Regression Problems by Paulo Vitor de Campos Souza, Augusto Junio Guimaraes, Vanessa Souza Araújo, Thiago Silva Rezende, Vinicius Jonathan Silva Araújo

“…This paper presents a novel learning algorithm for fuzzy logic neuron based on neural networks and fuzzy systems able to generate accurate and transparent…”
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An intelligent Bayesian hybrid approach to help autism diagnosis by Souza, Paulo Vitor de Campos, Guimaraes, Augusto Junio, Araujo, Vanessa Souza, Lughofer, Edwin

“…This paper proposes a Bayesian hybrid approach based on neural networks and fuzzy systems to construct fuzzy rules to assist experts in detecting features and…”
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Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development by Souza, Paulo Vitor de Campos, Guimaraes, Augusto Junio, Araujo, Vanessa Souza, Rezende, Thiago Silva, Araujo, Vinicius Jonathan Silva

“…Volume 9, Number 6, 2018 Predicting the time to build software is a very complex task for software engineering managers. There are complex factors that can…”
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Evolving fuzzy neural network based on null-unineurons for the identification of coronary artery disease by Guimaraes, Augusto Junio, De Campos Souza, Paulo Vitor, Batista, Huoston Rodrigues, Lughofer, Edwin

“…Coronary diseases affect a large part of the world population and have become the target of significant research in the academic field. The creation and use of…”
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Using fuzzy neural networks for improving the prediction of children with autism through mobile devices by Souza, Paulo Vitor de Campos, Guimaraes, Augusto Junio

“…Mobile systems were built to aid in the prediction of children with autism traits. This type of system uses artificial intelligence capabilities and machine…”
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Data density-based clustering for regularized fuzzy neural networks based on nullneurons and robust activation function by de Campos Souza, Paulo Vitor, Torres, Luiz Carlos Bambirra, Guimaraes, Augusto Junio, Araujo, Vanessa Souza, Araujo, Vincius Jonathan Silva, Rezende, Thiago Silva

“…This paper proposes the use of fuzzification functions based on clustering of data based on their density to perform the granularization of the input space…”
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Using Resistin, Glucose, Age and BMI and Pruning Fuzzy Neural Network for the Construction of Expert Systems in the Prediction of Breast Cancer by Silva Araújo, Vinícius, Guimarães, Augusto, de Campos Souza, Paulo, Silva Rezende, Thiago, Souza Araújo, Vanessa

“…Research on predictions of breast cancer grows in the scientific community, providing data on studies in patient surveys. Predictive models link areas of…”
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Fuzzy neural networks to create an expert system for detecting attacks by SQL Injection by Batista, Lucas Oliveira, de Silva, Gabriel Adriano, Araújo, Vanessa Souza, Araújo, Vinícius Jonathan Silva, Rezende, Thiago Silva, Guimarães, Augusto Junio, Souza, Paulo Vitor de Campos

“…The International Journal of Forensic Computer Science, Volume 13, Number 1, pages 8-21, 2018 Its constant technological evolution characterizes the…”
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Method of pruning the hidden layer of the extreme learning machine based on correlation coefficient by de Campos Souza, Paulo Vitor, Araujo, Vanessa Souza, Guimaraes, Augusto Junio, Araujo, Vincius Jonathan Silva, Rezende, Thiago Silva

“…Extreme learning machines are very efficient tools to perform data classification, besides being a more effective solution to the structures using the…”
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