A review of machine learning approaches to spam filtering TS Guzella, WM Caminhas Expert Systems with Applications 36 (7), 10206-10222, 2009 | 790 | 2009 |
Multivariable Gaussian Evolving Fuzzy Modeling System A Lemos, W Caminhas, F Gomide | 213 | 2011 |
Adaptive fault detection and diagnosis using an evolving fuzzy classifier A Lemos, W Caminhas, F Gomide Information sciences 220, 64-85, 2013 | 183 | 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 | 163 | 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 | 140 | 2009 |
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 |
An innovative approach for real-time network traffic classification KL Dias, MA Pongelupe, WM Caminhas, L de Errico Computer networks 158, 143-157, 2019 | 114 | 2019 |
A fast learning algorithm for evolving neo-fuzzy neuron AM Silva, W Caminhas, A Lemos, F Gomide Applied Soft Computing 14, 194-209, 2014 | 109 | 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 | 73 | 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 | 69 | 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 | 66 | 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 |
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 | 56 | 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 | 56 | 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 | 55 | 2014 |
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 | 55 | 2010 |