Luiz Affonso Guedes

Luiz Affonso Guedes

Universidade Federal do Rio Grande do Norte

H-index: 25

Latin America-Brazil

About Luiz Affonso Guedes

Luiz Affonso Guedes, With an exceptional h-index of 25 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade Federal do Rio Grande do Norte, specializes in the field of Automação Industrial, Dependabilidade de Sistemas, Redes de sensores.

His recent articles reflect a diverse array of research interests and contributions to the field:

A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm

Concept Drift Detection Based on Typicality and Eccentricity

Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves

Using Explainable Artificial Intelligence to Obtain Efficient Seizure-Detection Models Based on Electroencephalography Signals

Advancing Fault Prediction: A Comparative Study between LSTM and Spiking Neural Networks

An evolving framework for fault diagnosis of dynamic systems

Uma Abordagem Eficiente para Classificação de Falhas em Rolamentos de Motores Elétricos

Fault Detection and Diagnosis Based on an LSTM Neural Network Applied to a Level Control Pilot Plant

Luiz Affonso Guedes Information

University

Position

Professor de Engenharia de Computação

Citations(all)

2390

Citations(since 2020)

968

Cited By

1865

hIndex(all)

25

hIndex(since 2020)

15

i10Index(all)

49

i10Index(since 2020)

22

Email

University Profile Page

Universidade Federal do Rio Grande do Norte

Google Scholar

View Google Scholar Profile

Luiz Affonso Guedes Skills & Research Interests

Automação Industrial

Dependabilidade de Sistemas

Redes de sensores

Top articles of Luiz Affonso Guedes

Title

Journal

Author(s)

Publication Date

A New and Lightweight R-Peak Detector Using the TEDA Evolving Algorithm

Machine Learning and Knowledge Extraction

Lucileide MD da Silva

Sérgio N Silva

Luísa C de Souza

Karolayne S de Azevedo

Luiz Affonso Guedes

...

2024/3/29

Concept Drift Detection Based on Typicality and Eccentricity

IEEE Access

Yuri TP Nunes

Luiz A Guedes

2024/1/19

Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves

Computers in Biology and Medicine

Ignacio Sanchez-Gendriz

Dionísio DA Carvalho

Leonardo J Galvão-Lima

Ana Isabela Lopes Sales-Moioli

Talita Brito

...

2024/4/9

Using Explainable Artificial Intelligence to Obtain Efficient Seizure-Detection Models Based on Electroencephalography Signals

Sensors

Jusciaane Chacon Vieira

Luiz Affonso Guedes

Mailson Ribeiro Santos

Ignacio Sanchez-Gendriz

2023/12/16

Advancing Fault Prediction: A Comparative Study between LSTM and Spiking Neural Networks

Processes

Rute Souza de Abreu

Ivanovitch Silva

Yuri Thomas Nunes

Renan C Moioli

Luiz Affonso Guedes

2023/9/16

An evolving framework for fault diagnosis of dynamic systems

Software Impacts

Mailson Ribeiro Santos

Bruno Sielly Jales Costa

Clauber Gomes Bezerra

Luiz Affonso Guedes

2022/2/1

Uma Abordagem Eficiente para Classificação de Falhas em Rolamentos de Motores Elétricos

Congresso Brasileiro de Automática-CBA

Rafael Fernando Silva

Mailson Ribeiro Santos

Luiz Affonso Guedes

2022/10/19

Fault Detection and Diagnosis Based on an LSTM Neural Network Applied to a Level Control Pilot Plant

Emerson Vilar de Oliveira

Yuri Thomas Nunes

Mailson Ribeiro Santos

Luiz Affonso Guedes

2022

Sistema orientado a dados para monitoração de perdas em processos industriais

Congresso Brasileiro de Automática-CBA

Júlia Guardiani

Celi Lopes

Diego Medeiros

Lucas Marques

Danilo Curvelo

...

2022/10/19

An optimization-based method to define dead-band values of industrial alarms

Proc. CBA-Congresso Brasileiro de Automatica, Fortaleza, Brazil

Yuri TP Nunes

Rute Souza de Abreu

Gustavo Leitao

Luiz Affonso Guedes

2022/10/19

Macro SOStream: An Evolving Algorithm to Self Organizing Density-Based Clustering with Micro and Macroclusters

Applied Sciences

Andressa Stéfany Oliveira

Rute Souza de Abreu

Luiz Affonso Guedes

2022/7/15

Evaluating time influence over performance of machine-learning-based diagnosis: a case study of Covid-19 Pandemic in Brazil

International Journal of Environmental Research and Public Health

Julliana Gonçalves Marques

Luiz Affonso Guedes

Márjory Cristiany da Costa Abreu

2022/12/22

An evolving approach for fault diagnosis of dynamic systems

Expert systems with applications

Mailson Ribeiro Santos

Bruno Sielly Jales Costa

Clauber Gomes Bezerra

Goran Andonovski

Luiz Affonso Guedes

2022/3/1

Proposta de integração curricular com Internet das Coisas na Educação Profissional Técnica de Nível Médio

Jackson da Cruz Costa

Luiz Affonso Guedes

2022/11/16

A method for detecting causal relationships between industrial alarm variables using Transfer Entropy and K2 algorithm

Journal of Process Control

Rute Souza de Abreu

Yuri Thomas Nunes

Luiz Affonso Guedes

Ivanovitch Silva

2021/10/1

Hardware architecture proposal for TEDA algorithm to data streaming anomaly detection

IEEE Access

Lucileide MD Da Silva

Maria GF Coutinho

Carlos EB Santos

Mailson R Santos

M Dolores Ruiz

...

2021/7/19

An Evolving Approach to Fault Detection of Rolling Element Bearings

Mailson Ribeiro Santos

Luiz Affonso Guedes

2021/11/3

Uma abordagem nao supervisionada para modelagem e análise do comportamento de motoristas

Simpósio Brasileiro de Automação Inteligente-SBAI

Marianne Silva

Gabriel Signoretti

Pedro Andrade

Ivanovitch Silva

Luiz Affonso Guedes

2021/10/20

Análise de Desempenho de Redes Neurais LSTM com Técnicas de Pruning para Detecção de Falhas em Processos Industrias

Simpósio Brasileiro de Automação Inteligente-SBAI

Paulo Victor Correia

Lucileide Dantasy

Luiz Affonso Guedes

Marcelo Fernandes

2021/10/20

Enabling interactive visualizations in industrial big data

IFAC-PapersOnLine

Aguinaldo Bezerra

Vitor Greati

Vinícius Campos

Ivanovitch Silva

Luiz A Guedes

...

2020/1/1

See List of Professors in Luiz Affonso Guedes University(Universidade Federal do Rio Grande do Norte)

Co-Authors

H-index: 30
Francisco Vasques

Francisco Vasques

Universidade do Porto

H-index: 23
Paulo José Portugal

Paulo José Portugal

Universidade do Porto

H-index: 21
Ivanovitch Medeiros Dantas da Silva

Ivanovitch Medeiros Dantas da Silva

Universidade Federal do Rio Grande do Norte

H-index: 17
Marcelo A. C. Fernandes

Marcelo A. C. Fernandes

Universidade Federal do Rio Grande do Norte

H-index: 5
Gustavo Leitão

Gustavo Leitão

Universidade Federal do Rio Grande do Norte

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