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Walmir Matos Caminhas
Walmir Matos Caminhas
Professor, Department of Electronics Engineering, Universidade Federal de Minas Gerais
Email confirmado em cpdee.ufmg.br
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A review of machine learning approaches to spam filtering
TS Guzella, WM Caminhas
Expert Systems with Applications 36 (7), 10206-10222, 2009
6432009
Multivariable Gaussian Evolving Fuzzy Modeling System
A Lemos, W Caminhas, F Gomide
1852011
Adaptive fault detection and diagnosis using an evolving fuzzy classifier
A Lemos, W Caminhas, F Gomide
Information sciences 220, 64-85, 2013
1582013
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
1352011
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
1212009
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
1072010
A fast learning algorithm for evolving neo-fuzzy neuron
AM Silva, W Caminhas, A Lemos, F Gomide
Applied Soft Computing 14, 194-209, 2014
922014
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
792011
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
672010
A novel artificial immune system for fault behavior detection
CA Laurentys, RM Palhares, WM Caminhas
Expert Systems with Applications 38 (6), 6957-6966, 2011
632011
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
632010
Fuzzy evolving linear regression trees
A Lemos, W Caminhas, F Gomide
Evolving Systems 2 (1), 1-14, 2011
602011
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
601999
An innovative approach for real-time network traffic classification
KL Dias, MA Pongelupe, WM Caminhas, L de Errico
Computer Networks 158, 143-157, 2019
592019
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
592012
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
572013
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
512010
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
512006
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
502014
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
472011
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Artigos 1–20