Walmir M. Caminhas

Walmir Matos Caminhas

	2013
j19		André Paim Lemos, Walmir M. Caminhas, Fernando Gomide: Adaptive fault detection and diagnosis using an evolving fuzzy classifier. Inf. Sci. 220: 64-85 (2013)
	2012
j18		Leonardo Mendes de Souza, André Paim Lemos, Walmir M. Caminhas, W. C. Boaventura: Thermal modeling of power transformers using evolving fuzzy systems. Eng. Appl. of AI 25(5): 980-988 (2012)
j17		Guilherme Costa Silva, Reinaldo Martinez Palhares, Walmir Matos Caminhas: Immune inspired Fault Detection and Diagnosis: A fuzzy-based approach of the negative selection algorithm and participatory clustering. Expert Syst. Appl. 39(16): 12474-12486 (2012)
c20		Renato Dourado Maia, Leandro Nunes de Castro, Walmir Matos Caminhas: Bee colonies as model for multimodal continuous optimization: The OptBees algorithm. IEEE Congress on Evolutionary Computation 2012: 1-8
c19		André Paim Lemos, Daniel Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando Gomide: Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. FUZZ-IEEE 2012: 1-8
c18		Alisson Marques Silva, Walmir Matos Caminhas, André Paim Lemos, Fernando Gomide: Evolving Neural Fuzzy Network with Adaptive Feature Selection. ICMLA (2) 2012: 440-445
c17		Guilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas: A Transitional View of Immune Inspired Techniques for Anomaly Detection. IDEAL 2012: 568-577
c16		Maurílio J. Inácio, Renato D. Maia, Walmir M. Caminhas: Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. IDEAL 2012: 612-621
	2011
j16		Marcos F. S. V. D'Angelo, Reinaldo M. Palhares, Ricardo H. C. Takahashi, Rosangela Helena Loschi, Lane Maria Rabelo Baccarini, Walmir M. Caminhas: Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach. Appl. Soft Comput. 11(1): 179-192 (2011)
j15		C. A. Laurentys, C. H. M. Bomfim, B. R. Menezes, Walmir M. Caminhas: Design of a pipeline leakage detection using expert system: A novel approach. Appl. Soft Comput. 11(1): 1057-1066 (2011)
j14		C. A. Laurentys, Reinaldo M. Palhares, Walmir M. Caminhas: A novel Artificial Immune System for fault behavior detection. Expert Syst. Appl. 38(6): 6957-6966 (2011)
j13		Lane Maria Rabelo Baccarini, Valceres Vieira Rocha e Silva, Benjamin Rodrigues de Menezes, Walmir M. Caminhas: SVM practical industrial application for mechanical faults diagnostic. Expert Syst. Appl. 38(6): 6980-6984 (2011)
j12		André Paim Lemos, Walmir M. Caminhas, Fernando Gomide: Fuzzy evolving linear regression trees. Evolving Systems 2(1): 1-14 (2011)
j11		André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide: Multivariable Gaussian Evolving Fuzzy Modeling System. IEEE T. Fuzzy Systems 19(1): 91-104 (2011)
c15		Carlos Henrique N. de Resende Barbosa, Walmir Matos Caminhas, João Antônio de Vasconcelos: Adaptive Technique to Solve Multi-objective Feeder Reconfiguration Problem in Real Time Context. EMO 2011: 418-432
	2010
j10		C. A. Laurentys, Reinaldo M. Palhares, Walmir M. Caminhas: Design of an artificial immune system based on Danger Model for fault detection. Expert Syst. Appl. 37(7): 5145-5152 (2010)
j9		C. A. Laurentys, G. Ronacher, Reinaldo M. Palhares, Walmir M. Caminhas: Design of an Artificial Immune System for fault detection: A Negative Selection Approach. Expert Syst. Appl. 37(7): 5507-5513 (2010)
c14		André Paim Lemos, Walmir Matos Caminhas, Fernando A. C. Gomide: Evolving fuzzy linear regression trees. FUZZ-IEEE 2010: 1-8
c13		André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide: Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis. IPMU 2010: 360-369
	2009
j8		Thiago S. Guzella, Walmir M. Caminhas: A review of machine learning approaches to Spam filtering. Expert Syst. Appl. 36(7): 10206-10222 (2009)
	2008
j7		Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas: Identification of SPAM messages using an approach inspired on the immune system. Biosystems 92(3): 215-225 (2008)
j6		Douglas A. G. Vieira, Ricardo H. C. Takahashi, Vasile Palade, João A. Vasconcelos, Walmir M. Caminhas: The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem. IEEE Transactions on Neural Networks 19(8): 1415-1430 (2008)
c12		André Paim Lemos, Carlos Julio Tierra-Criollo, Walmir M. Caminhas: Screening of Obstructive Sleep Apnea by RR Interval Time Series using a Time Series Novelty Detection Technique. BIOSIGNALS (2) 2008: 570-575
c11		Eduardo G. Carrano, Ricardo H. C. Takahashi, Walmir M. Caminhas, Oriane M. Neto: A genetic algorithm for multiobjective training of ANFIS fuzzy networks. IEEE Congress on Evolutionary Computation 2008: 3259-3265
c10		Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas: Artificial Immune Systems and Kernel Methods. ICARIS 2008: 303-315
	2007
j5		Douglas A. G. Vieira, João A. Vasconcelos, Walmir M. Caminhas: Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm. Neural Computing and Applications 16(4-5): 317-325 (2007)
c9		Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas: A Novel Immune Inspired Approach to Fault Detection. ICARIS 2007: 107-118
c8		Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas: Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection. ICARIS 2007: 119-130
c7		Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas: Regulatory T Cells: Inspiration for Artificial Immune Systems. ICARIS 2007: 312-323
	2006
c6		Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas: Modelling the Control of an Immune Response Through Cytokine Signalling. ICARIS 2006: 9-22
	2005
c5		Marlon R. de Gouvêa, Eduardo S. Figueiredo, B. R. Menezes, Lane Maria Rabelo Baccarini, A. V. Pires, Walmir M. Caminhas: A New Neurofuzzy Controller Applied to Vector Control of Induction Motors. Computational Intelligence 2005: 73-78
c4		Luciano C. A. Pimenta, Alexandre R. Fonseca, Guilherme A. S. Pereira, Renato C. Mesquita, Elson Silva, Walmir M. Caminhas, Mario Fernando Montenegro Campos: On Computing Complex Navigation Functions. ICRA 2005: 3452-3457
	2003
j4		Walmir M. Caminhas, Douglas A. G. Vieira, João A. Vasconcelos: Parallel layer perceptron. Neurocomputing 55(3-4): 771-778 (2003)
	2002
j3		Régis P. Landim, Francisco A. S. Neves, Selênio R. Silva, Walmir M. Caminhas, Benjamin Rodrigues de Menezes: Online Neofuzzy Neuron Flux Observer for Induction Motor Drives. JACIII 6(2): 84-92 (2002)
c3		Marlon R. de Gouvêa, Lane Maria Rabelo Baccarini, Walmir M. Caminhas: Fault Detection and Diagnosis in Duals Converters Applied in DC Drives. SBRN 2002: 110
	2000
c2		Régis P. Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas: On-Line Neo-Fuzzy-Neuron State Observer. SBRN 2000: 196-201
	1999
j2		Régis P. Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas: Nonlinear System Identification Using a Neo Fuzzy Neuron Algorithm: Electrical Drive Application. Int. J. Neural Syst. 9(3): 211-217 (1999)
j1		Walmir M. Caminhas, Hermano Tavares, Fernando A. C. Gomide, Witold Pedrycz: Fuzzy Set Based Neural Networks: Structure, Learning and Application. JACIII 3(3): 151-157 (1999)
	1998
c1		Régis P. Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas: A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction Moto. SBRN 1998: 67-72

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