Flavio Miguel Varejão

Flavio Miguel Varejão

Universidade Federal do Espírito Santo

H-index: 15

Latin America-Brazil

About Flavio Miguel Varejão

Flavio Miguel Varejão, With an exceptional h-index of 15 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidade Federal do Espírito Santo, specializes in the field of Inteligência Computacional.

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

An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration

DETECÇÃO DE VAZAMENTOS DE FLUIDOS DE FREIOS A AR EM VAGÕES DO TIPO GÔNDOLA ATRAVÉS DO SINAL ACÚSTICO: UM MODELO DE CLASSIFICAÇÃO DE FALHAS

Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis

An experimental framework for evaluating loss minimization in multi‐label classification via stochastic process

Ensemble of classifier chains and decision templates for multi-label classification

A worst case analysis of calibrated label ranking multi-label classification method

Ensemble of metric learners for improving electrical submersible pump fault diagnosis

Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals

Flavio Miguel Varejão Information

University

Position

Professor de Ciência da Computação

Citations(all)

1269

Citations(since 2020)

700

Cited By

845

hIndex(all)

15

hIndex(since 2020)

10

i10Index(all)

26

i10Index(since 2020)

10

Email

University Profile Page

Universidade Federal do Espírito Santo

Google Scholar

View Google Scholar Profile

Flavio Miguel Varejão Skills & Research Interests

Inteligência Computacional

Top articles of Flavio Miguel Varejão

Title

Journal

Author(s)

Publication Date

An open source experimental framework and public dataset for vibration-based fault diagnosis of electrical submersible pumps used on offshore oil exploration

Knowledge-Based Systems

Flávio Miguel Varejão

Lucas Henrique Sousa Mello

Marcos Pellegrini Ribeiro

Thiago Oliveira-Santos

Alexandre Loureiros Rodrigues

2024/3/15

DETECÇÃO DE VAZAMENTOS DE FLUIDOS DE FREIOS A AR EM VAGÕES DO TIPO GÔNDOLA ATRAVÉS DO SINAL ACÚSTICO: UM MODELO DE CLASSIFICAÇÃO DE FALHAS

REVISTA FOCO

Jordana Lucia Reis

Flávio Miguel Varejão

2023/5/17

Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis

Expert Systems with Applications

Luciano Henrique Peixoto da Silva

Lucas Henrique Sousa Mello

Alexandre Rodrigues

Flávio Miguel Varejão

Marcos Pellegrini Ribeiro

...

2023/2/1

An experimental framework for evaluating loss minimization in multi‐label classification via stochastic process

Computational Intelligence

Lucas Henrique Sousa Mello

Flávio M Varejão

Alexandre L Rodrigues

2022/4

Ensemble of classifier chains and decision templates for multi-label classification

Knowledge and Information Systems

Victor Freitas Rocha

Flávio Miguel Varejão

Marcelo Eduardo Vieira Segatto

2022/3/1

A worst case analysis of calibrated label ranking multi-label classification method

Journal of Machine Learning Research

Lucas Henrique Sousa Mello

Flávio Miguel Varejão

Alexandre Loureiros Rodrigues

2022

Ensemble of metric learners for improving electrical submersible pump fault diagnosis

Journal of Petroleum Science and Engineering

Lucas Henrique Sousa Mello

Thiago Oliveira-Santos

Flávio Miguel Varejão

Marcos Pellegrini Ribeiro

Alexandre Loureiros Rodrigues

2022/11/1

Deep Learning Intelligent Fault Diagnosis of Electrical Submersible Pump Based on Raw Time Domain Vibration Signals

Vitor Berger Bonella

Marcos Pellegrini Ribeiro

Lucas Henrique Sousa Mello

Thiago Oliveira-Santos

Alexandre Loureiros Rodrigues

...

2022/6/1

Hyperparameter tuning and feature selection for improving flow instability detection in offshore oil wells

Bruno Guilherme Carvalho

Ricardo Emanuel Vaz Vargas

Ricardo Menezes Salgado

Celso José Munaro

Flávio Miguel Varejão

2021/7/21

Flow instability detection in offshore oil wells with multivariate time series machine learning classifiers

Bruno Guilherme Carvalho

Ricardo Emanuel Vaz Vargas

Ricardo Menezes Salgado

Celso José Munaro

Flávio Miguel Varejão

2021/6/20

An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals

Expert Systems with Applications

Thomas Walter Rauber

Antonio Luiz da Silva Loca

Francisco de Assis Boldt

Alexandre Loureiros Rodrigues

Flávio Miguel Varejão

2021/4/1

Diagnóstico Inteligente de Falhas em Equipamentos Industriais

Revista de Sistemas de Informação da FSMA

Flávio Miguel Varejão

2021

BIRCHSCAN: A sampling method for applying DBSCAN to large datasets

Expert Systems with Applications

Igor de Moura Ventorim

Diego Luchi

Alexandre Loureiros Rodrigues

Flávio Miguel Varejão

2021/12/1

One-Class Classifiers for Novelties Detection in Electrical Submersible Pumps

Gabriel Soares Baptista

Lucas Henrique Sousa Mello

Thiago Oliveira-Santos

Flàvio Miguel Varejão

Marcos Pellegrini Ribeiro

...

2021/10/18

Metric learning for electrical submersible pump fault diagnosis

Lucas Henrique Sousa Mello

Marcos Pellegrini Ribeiro

Thiago Oliveira Santos

Flávio Miguel Varejão

Alexandre Loureiros Rodrigues

2020/7/19

Coevolutive clustering algorithm for large datasets

Fábio Fabris

Diego Luchi

Flávio Miguel Varejão

2020/7/19

Influence of Clandestine Connections on Energy Loss Evaluation in Electrical Distribution Networks

Simpósio Brasileiro de Sistemas Elétricos-SBSE

Clainer B Donadel

Gilberto CD Sousa

Flávio M Varejão

2020

Um método de amostragem tendenciosa para aplicação do DBSCAN

Igor Ventorim

Diego Luchi

Flávio Varejão

2020/10/20

See List of Professors in Flavio Miguel Varejão University(Universidade Federal do Espírito Santo)

Co-Authors

H-index: 31
Clarisse Sieckenius de Souza

Clarisse Sieckenius de Souza

Pontifícia Universidade Católica do Rio de Janeiro

H-index: 27
Ana Cristina Bicharra Garcia

Ana Cristina Bicharra Garcia

Universidade Federal do Estado do Rio de Janeiro

H-index: 26
Raquel Prates

Raquel Prates

Universidade Federal de Minas Gerais

H-index: 26
Solange Oliveira Rezende

Solange Oliveira Rezende

Universidade de São Paulo

H-index: 25
Thiago Oliveira dos Santos

Thiago Oliveira dos Santos

Universidade Federal do Espírito Santo

H-index: 21
Henrique Antônio Carvalho Braga

Henrique Antônio Carvalho Braga

Universidade Federal de Juiz de Fora

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