Walmir Matos Caminhas

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	All	Since 2019
Citations	4113	1563
h-index	32	19
i10-index	70	32

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Co-authors

Andre LemosUniversidade Federal de Minas GeraisVerified email at cpdee.ufmg.br
Fernando GomideProfessor of Electrical and Computer Engineering, University of CampinasVerified email at unicamp.br
Reinaldo Martínez PalharesFull Professor (UFMG) - Federal University of Minas GeraisVerified email at ufmg.br
LMR BaccariniProfessor de Engenharia Elétrica, Universidade Federal de São João del Rei, UFSJVerified email at ufsj.edu.br
Thiago GuzellaVerified email at tguzella.org
Marcos Flávio S. V. D'AngeloUNIMONTESVerified email at unimontes.br
Renato Dourado MaiaState University of Montes ClarosVerified email at unimontes.br
Alisson Marques da SilvaCEFET-MGVerified email at cefetmg.br
Ricardo H. C. TakahashiProfessor, Dep. of Mathematics, Universidade Federal de Minas GeraisVerified email at mat.ufmg.br
Luciana Balieiro CosmeProfessora de Ciência da Computação, Instituto Federal do Norte de Minas Gerais Campus Montes ClarosVerified email at ifnmg.edu.br
Guilherme A. S. PereiraProfessor of Robotics, West Virginia UniversityVerified email at mail.wvu.edu
Antônio de Pádua BragaUniversidade Federal de Minas Gerais, BrasilVerified email at ufmg.br
Leandro Nunes de CastroU. A. Whitaker College of Engineering, Florida Gulf Coast UniversityVerified email at fgcu.edu
Renato Cardoso MesquitaProfessor of Electrical Engineering, Universidade Federal de Minas GeraisVerified email at ufmg.br
rodney saldanhaProfessor do Departamento de Engenharia Elétrica da UFMGVerified email at cpdee.ufmg.br
Regis Pinheiro LandimPesquisador do Instituto Nacional de Metrologia, Qualidade e TecnologiaVerified email at inmetro.gov.br
Vasile PaladeProfessor of Artificial Intelligence and Data Science, Coventry UniversityVerified email at coventry.ac.uk
Marcelo Azevedo CostaFull Professor, Department of Industrial EngineeringVerified email at ufmg.br
Witold PedryczVerified email at ualberta.ca
Daniel F. LeiteResearcher, Paderborn University, GermanyVerified email at uni-paderborn.de

Walmir Matos Caminhas

Full Professor, Department of Electronics Engineering - Federal University of Minas Gerais (UFMG)

Verified email at cpdee.ufmg.br

Fault Diagnostics Fault Prognostics Fuzzy Systems Artificial Intelligence Natural Computing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A review of machine learning approaches to spam filtering TS Guzella, WM Caminhas Expert Systems with Applications 36 (7), 10206-10222, 2009	800	2009
Multivariable Gaussian Evolving Fuzzy Modeling System A Lemos, W Caminhas, F Gomide	218	2011
Adaptive fault detection and diagnosis using an evolving fuzzy classifier A Lemos, W Caminhas, F Gomide Information sciences 220, 64-85, 2013	187	2013
SVM practical industrial application for mechanical faults diagnostic LMR Baccarini, VVR e Silva, BR de Menezes, WM Caminhas Expert Systems with Applications 38 (6), 6980-6984, 2011	164	2011
Intelligent thermographic diagnostic applied to surge arresters: a new approach CAL Almeida, AP Braga, S Nascimento, V Paiva, HJA Martins, R Torres, ... IEEE Transactions on power delivery 24 (2), 751-757, 2009	139	2009
An innovative approach for real-time network traffic classification KL Dias, MA Pongelupe, WM Caminhas, L de Errico Computer networks 158, 143-157, 2019	121	2019
Design of an artificial immune system for fault detection: a negative selection approach CA Laurentys, G Ronacher, RM Palhares, WM Caminhas Expert Systems with Applications 37 (7), 5507-5513, 2010	116	2010
A fast learning algorithm for evolving neo-fuzzy neuron AM Silva, W Caminhas, A Lemos, F Gomide Applied Soft Computing 14, 194-209, 2014	111	2014
Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach MFSV D’Angelo, RM Palhares, RHC Takahashi, RH Loschi, ... Applied Soft Computing 11 (1), 179-192, 2011	80	2011
Fault induction dynamic model, suitable for computer simulation: Simulation results and experimental validation LMR Baccarini, BR de Menezes, WM Caminhas Mechanical Systems and Signal Processing 24 (1), 300-311, 2010	72	2010
Detection and classification of faults in power transmission lines using functional analysis and computational intelligence A de Souza Gomes, MA Costa, TGA de Faria, WM Caminhas IEEE Transactions on Power Delivery 28 (3), 1402-1413, 2013	71	2013
A novel artificial immune system for fault behavior detection CA Laurentys, RM Palhares, WM Caminhas Expert Systems with Applications 38 (6), 6957-6966, 2011	67	2011
Fuzzy evolving linear regression trees A Lemos, W Caminhas, F Gomide Evolving Systems 2, 1-14, 2011	67	2011
Design of an artificial immune system based on danger model for fault detection CA Laurentys, RM Palhares, WM Caminhas Expert Systems with Applications 37 (7), 5145-5152, 2010	65	2010
Immune inspired fault detection and diagnosis: A fuzzy-based approach of the negative selection algorithm and participatory clustering GC Silva, RM Palhares, WM Caminhas Expert Systems with Applications 39 (16), 12474-12486, 2012	63	2012
Fuzzy Set Based Neural Networks: Structure, Learning and Application. WM Caminhas, H Tavares, FAC Gomide, W Pedrycz J. Adv. Comput. Intell. Intell. Informatics 3 (3), 151-157, 1999	62	1999
New uninorm-based neuron model and fuzzy neural networks A Lemos, W Caminhas, F Gomide 2010 Annual Meeting of the North American Fuzzy Information Processing …, 2010	59	2010
Design of a pipeline leakage detection using expert system: A novel approach CA Laurentys, CHM Bomfim, BR Menezes, WM Caminhas Applied Soft Computing 11 (1), 1057-1066, 2011	58	2011
Robot navigation based on electrostatic field computation LCA Pimenta, AR Fonseca, GAS Pereira, RC Mesquita, EJ Silva, ... IEEE Transactions on magnetics 42 (4), 1459-1462, 2006	58	2006
Fault detection in dynamic systems by a Fuzzy/Bayesian network formulation MFSV D’Angelo, RM Palhares, LB Cosme, LA Aguiar, FS Fonseca, ... Applied Soft Computing 21, 647-653, 2014	56	2014

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