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Walmir M. Caminhas

federal university of minas gerais

27H-index
131Paper Count
2.8KCitation Count
Published Papers 27
Publication Date
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An unsupervised noise-resistant method for detection of incremental drifts
errKnowledge and Information Systems
IF3.1
err2025-09-24
err0
PREAI
errDaniel da Silva Diogo Lara; Rodrigo Amador Coelho; Cristiano Leite de Castro; Walmir Matos Caminhas
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A Digital Twin Approach to Smart Monitoring and Fault Diagnosis
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errAna C. S. Araújo; Lane M. Rabelo; Paulo C. M. Lamim Filho; Walmir M. Caminhas
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errSave
An adaptive approach for estimation of transition probability matrix in the interacting multiple model filter
errchemometrics and intelligent laboratory systems
IF1
err2021-08-11
err6
PREAI
errCosme, Luciana Balieiro; Silveira Vasconcelos D'Angelo, Marcos Flavio; Caminhas, Walmir Matos; Camargos, Murilo Osorio; Palhares, Reinaldo Martinez
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errSave
An artificial immune systems approach to Case-based Reasoning applied to fault detection and diagnosis
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-02-01
err32
PREAI
errSilva, Guilherme Costa; Carvalho, Eduardo E. O.; Caminhas, Walmir Matos
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errSave
Online Neuro-Fuzzy Controller: Design for Robust Stability
errIEEE ACCESS
IF3.6
err2020-01-01
err3
errOAAI
errOliveira, Everthon De Souza; Takahashi, Ricardo H. C.; Caminhas, Walmir Matos
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errSave
A Novel Fault-Prognostic Approach Based on Interacting Multiple Model Filters and Fuzzy Systems
errIEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF7.2
err2019-01-01
err41
PREAI
errCosme, Luciana Balieiro; Caminhas, Walmir Matos; Silveira Vasconcelos D'Angelo, Marcos Flavio; Palhares, Reinaldo Martinez
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errSave
A novel fault prognostic approach based on particle filters and differential evolution
errAPPLIED INTELLIGENCE
IF3.5
err2017-08-04
err13
PREAI
errCosme, Luciana B.; D'Angelo, Marcos F. S. V.; Caminhas, Walmir M.; Yin, Shen; Palhares, Reinaldo M.
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errSave
Dendritic Cell Algorithm Applied to Ping Scan Investigation Revisited: Detection Quality and Performance Analysis
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2017-08-01
err3
PREAI
errSilva, Guilherme Costa; Caminhas, Walmir Matos; de Errico, Luciano
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errSave
Artificial immune systems applied to fault detection and isolation: A brief review of immune response-based approaches and a case study
errAPPLIED SOFT COMPUTING
IF6.6
err2017-08-01
err18
PREAI
errSilva, Guilherme Costa; Caminhas, Walmir Matos; Palhares, Reinaldo Martinez
errShare
errSave
Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques
errJOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
IF3.7
err2017-04-01
err10
PREAI
errNakamura, Thiago A.; Palhares, Reinaldo M.; Caminhas, Walmir M.; Menezes, Benjamin R.; de Campos, Mario Cesar M. M.; Fumega, Ubirajara; Bomfim, Carlos H. de M.; Lemos, Andre P.
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errSave
A Combined Method for Segmentation and Registration for an Advanced and Progressive Evaluation of Thermal Images
errSENSORS
IF3.5
err2014-11-19
err22
errOAAI
errBarcelos, Emilio Z.; Caminhas, Walmir M.; Ribeiro, Eraldo; Pimenta, Eduardo M.; Palhares, Reinaldo M.
errShare
errSave
Fault detection in dynamic systems by a Fuzzy/Bayesian network formulation
errAPPLIED SOFT COMPUTING
IF6.6
err2014-08-01
err33
PREAI
errD'Angelo, Marcos F. S. V.; Palhares, Reinaldo M.; Cosme, Luciana B.; Aguiar, Lucas A.; Fonseca, Felipe S.; Caminhas, Walmir M.
errShare
errSave
A fast learning algorithm for evolving neo-fuzzy neuron
errAPPLIED SOFT COMPUTING
IF6.6
err2014-01-01
err73
PREAI
errSilva, Alisson Marques; Caminhas, Walmir; Lemos, Andre; Gomide, Fernando
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errSave
Detection and Classification of Faults in Power Transmission Lines Using Functional Analysis and Computational Intelligence
errIEEE TRANSACTIONS ON POWER DELIVERY
IF3.7
err2013-07-01
err43
PREAI
errGomes, Andre de Souza; Costa, Marcelo Azevedo; Akar de Faria, Thomaz Giovani; Caminhas, Walmir Matos
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errSave
Immune inspired Fault Detection and Diagnosis: A fuzzy-based approach of the negative selection algorithm and participatory clustering
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2012-11-01
err39
PREAI
errSilva, Guilherme Costa; Palhares, Reinaldo Martinez; Caminhas, Walmir Matos
errShare
errSave
A novel Artificial Immune System for fault behavior detection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2011-06-01
err42
errOAAI
errLaurentys, C. A.; Palhares, R. M.; Caminhas, W. M.
errShare
errSave
SVM practical industrial application for mechanical faults diagnostic
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2011-06-01
err91
PREAI
errRabelo Baccarini, Lane Maria; Rocha e Silva, Valceres Vieira; de Menezes, Benjamim Rodrigues; Caminhas, Walmir Matos
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errSave
Multivariable Gaussian Evolving Fuzzy Modeling System
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2011-02-01
err154
PREAI
errLemos, Andre; Caminhas, Walmir; Gomide, Fernando
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errSave
Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach
errAPPLIED SOFT COMPUTING
IF6.6
err2011-01-01
err39
PREAI
errD'Angelo, Marcos F. S. V.; Palhares, Reinaldo M.; Takahashi, Ricardo H. C.; Loschi, Rosangela H.; Baccarini, Lane M. R.; Caminhas, Walmir M.
errShare
errSave
Design of a pipeline leakage detection using expert system: A novel approach
errAPPLIED SOFT COMPUTING
IF6.6
err2011-01-01
err31
PREAI
errLaurentys, C. A.; Bomfim, C. H. M.; Menezes, B. R.; Caminhas, W. M.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
S
Shen Yin
H-index: 82 · Papers: 469
F
Fernando Gomide
H-index: 39 · Papers: 364
R
Reinaldo M. Palhares
H-index: 39 · Papers: 277
R
Ricardo H. C. Takahashi
H-index: 28 · Papers: 286
A
Antônio P. Braga
H-index: 24 · Papers: 247
View more