Walmir M. Caminhas

48 papers A* 1B 2C 3Journal 28Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Motor Reliability: Interturn Fault Detection via Online Machine Learning. IEEE Access Ana C. S. Araújo, Lane Maria Rabelo, Paulo Cezar Monteiro Lamim Filho, Nayron Morais Almeida, Walmir M. Caminhas
2025	J	`jnl`	A Digital Twin Approach to Smart Monitoring and Fault Diagnosis. IEEE Access Ana C. S. Araújo, Lane Maria Rabelo, Paulo Cezar Monteiro Lamim Filho, Walmir M. Caminhas
2025	J	`jnl`	An evolving approach to the similarity-based modeling for online clustering in non-stationary environments. Evol. Syst. Nayron Morais Almeida, Murilo C. O. Camargos Filho, Denis G. B. Mariano, Carlos H. de M. Bomfim, Reinaldo M. Palhares, Walmir M. Caminhas
2021	—	`ch.`	Evolving Systems. Fuzzy Approaches for Soft Computing and Approximate Reasoning Fernando A. C. Gomide, André P. Lemos, Walmir M. Caminhas
2018	J	`jnl`	A novel fault prognostic approach based on particle filters and differential evolution. Appl. Intell. Luciana Balieiro Cosme, Marcos F. S. V. D'Angelo, Walmir M. Caminhas, Shen Yin, Reinaldo M. Palhares
2018	J	`jnl`	A recursive algorithm for estimating multiple models continuous transfer function with non-uniform sampling. Int. J. Syst. Sci. Anisio R. Braga, Walmir M. Caminhas, Carmela M. P. Braga
2017	J	`jnl`	Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques. J. Frankl. Inst. Thiago Akio Nakamura, Reinaldo M. Palhares, Walmir M. Caminhas, Benjamin Rodrigues de Menezes, Mário César Mello de Massa Campos, Ubirajara Fumega, Carlos H. de M. Bomfim, André P. Lemos
2015	J	`jnl`	Adaptive Input Selection and Evolving Neural Fuzzy Networks Modeling. Int. J. Comput. Intell. Syst. Alisson Marques Silva, Walmir M. Caminhas, André P. Lemos, Fernando A. C. Gomide
2014	J	`jnl`	A Combined Method for Segmentation and Registration for an Advanced and Progressive Evaluation of Thermal Images. Sensors Emilio Zorzo Barcelos, Walmir M. Caminhas, Eraldo Ribeiro, Eduardo M. Pimenta, Reinaldo M. Palhares
2014	J	`jnl`	A fast learning algorithm for evolving neo-fuzzy neuron. Appl. Soft Comput. Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide
2014	J	`jnl`	Fault detection in dynamic systems by a Fuzzy/Bayesian network formulation. Appl. Soft Comput. Marcos F. S. V. D'Angelo, Reinaldo M. Palhares, Luciana Balieiro Cosme, Lucas A. Aguiar, Felipe S. Fonseca, Walmir M. Caminhas
2014	—	`conf`	Real-time nonlinear modeling of a twin rotor MIMO system using evolving neuro-fuzzy network. CICA Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide
2013	J	`jnl`	Adaptive fault detection and diagnosis using an evolving fuzzy classifier. Inf. Sci. André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
2013	—	`ch.`	System Modeling and Forecasting with Evolving Fuzzy Algorithms. Soft Computing: State of the Art Theory and Novel Applications André Paim Lemos, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
2012	C	`conf`	A Transitional View of Immune Inspired Techniques for Anomaly Detection. IDEAL Guilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas
2012	C	`conf`	Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. IDEAL Maurílio J. Inácio, Renato Dourado Maia, Walmir M. Caminhas
2012	B	`conf`	Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. FUZZ-IEEE André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
2012	J	`jnl`	Thermal modeling of power transformers using evolving fuzzy systems. Eng. Appl. Artif. Intell. Leonardo Mendes de Souza, André Paim Lemos, Walmir M. Caminhas, W. C. Boaventura
2011	J	`jnl`	A novel Artificial Immune System for fault behavior detection. Expert Syst. Appl. C. A. Laurentys, Reinaldo M. Palhares, Walmir M. Caminhas
2011	J	`jnl`	Design of a pipeline leakage detection using expert system: A novel approach. Appl. Soft Comput. C. A. Laurentys, Carlos H. de M. Bomfim, Benjamin Rodrigues de Menezes, Walmir M. Caminhas
2011	—	`conf`	Evolving fuzzy linear regression trees with feature selection. EAIS André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
2011	J	`jnl`	Fuzzy evolving linear regression trees. Evol. Syst. André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
2011	J	`jnl`	Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach. Appl. Soft Comput. Marcos F. S. V. D'Angelo, Reinaldo M. Palhares, Ricardo H. C. Takahashi, Rosangela Helena Loschi, Lane Maria Rabelo Baccarini, Walmir M. Caminhas
2011	J	`jnl`	Multivariable Gaussian Evolving Fuzzy Modeling System. IEEE Trans. Fuzzy Syst. André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
2011	J	`jnl`	SVM practical industrial application for mechanical faults diagnostic. Expert Syst. Appl. Lane Maria Rabelo Baccarini, Valceres Vieira Rocha e Silva, Benjamin Rodrigues de Menezes, Walmir M. Caminhas
2010	J	`jnl`	Design of an Artificial Immune System for fault detection: A Negative Selection Approach. Expert Syst. Appl. C. A. Laurentys, G. Ronacher, Reinaldo M. Palhares, Walmir M. Caminhas
2010	J	`jnl`	Design of an artificial immune system based on Danger Model for fault detection. Expert Syst. Appl. C. A. Laurentys, Reinaldo M. Palhares, Walmir M. Caminhas
2010	C	`conf`	Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis. IPMU André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
2009	J	`jnl`	A review of machine learning approaches to Spam filtering. Expert Syst. Appl. Thiago S. Guzella, Walmir M. Caminhas
2008	B	`conf`	A genetic algorithm for multiobjective training of ANFIS fuzzy networks. IEEE Congress on Evolutionary Computation Eduardo G. Carrano, Ricardo H. C. Takahashi, Walmir M. Caminhas, Oriane M. Neto
2008	—	`conf`	Artificial Immune Systems and Kernel Methods. ICARIS Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
2008	J	`jnl`	Identification of SPAM messages using an approach inspired on the immune system. Biosyst. Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas
2008	—	`conf`	Screening of Obstructive Sleep Apnea by RR Interval Time Series using a Time Series Novelty Detection Technique. BIOSIGNALS (2) André Paim Lemos, Carlos Julio Tierra-Criollo, Walmir M. Caminhas
2008	J	`jnl`	The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem. IEEE Trans. Neural Networks Douglas A. G. Vieira, Ricardo H. C. Takahashi, Vasile Palade, João A. Vasconcelos, Walmir M. Caminhas
2007	—	`conf`	A Novel Immune Inspired Approach to Fault Detection. ICARIS Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
2007	J	`jnl`	Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm. Neural Comput. Appl. Douglas A. G. Vieira, João A. Vasconcelos, Walmir M. Caminhas
2007	—	`conf`	Regulatory T Cells: Inspiration for Artificial Immune Systems. ICARIS Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
2007	—	`conf`	Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection. ICARIS Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
2006	—	`conf`	Modelling the Control of an Immune Response Through Cytokine Signalling. ICARIS Thiago S. Guzella, Tomaz A. Mota-Santos, Joaquim Quinteiro Uchôa, Walmir M. Caminhas
2005	—	`conf`	A New Neurofuzzy Controller Applied to Vector Control of Induction Motors. Computational Intelligence Marlon R. de Gouvêa, Eduardo S. Figueiredo, Benjamin Rodrigues de Menezes, Lane Maria Rabelo Baccarini, A. V. Pires, Walmir M. Caminhas
2005	A*	`conf`	On Computing Complex Navigation Functions. ICRA Luciano C. A. Pimenta, Alexandre R. Fonseca, Guilherme A. S. Pereira, Renato Cardoso Mesquita, Elson J. Silva, Walmir M. Caminhas, Mario Fernando Montenegro Campos
2003	J	`jnl`	Parallel layer perceptron. Neurocomputing Walmir M. Caminhas, Douglas A. G. Vieira, João A. Vasconcelos
2002	—	`conf`	Fault Detection and Diagnosis in Duals Converters Applied in DC Drives. SBRN Marlon R. de Gouvêa, Lane Maria Rabelo Baccarini, Walmir M. Caminhas
2002	J	`jnl`	Online Neofuzzy Neuron Flux Observer for Induction Motor Drives. J. Adv. Comput. Intell. Intell. Informatics Regis Pinheiro Landim, Francisco A. S. Neves, Selênio R. Silva, Walmir M. Caminhas, Benjamin Rodrigues de Menezes
2000	—	`conf`	On-Line Neo-Fuzzy-Neuron State Observer. SBRN Regis Pinheiro Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas
1999	J	`jnl`	Fuzzy Set Based Neural Networks: Structure, Learning and Application. J. Adv. Comput. Intell. Intell. Informatics Walmir M. Caminhas, Hermano Tavares, Fernando A. C. Gomide, Witold Pedrycz
1999	J	`jnl`	Nonlinear System Identification Using a Neo Fuzzy Neuron Algorithm: Electrical Drive Application. Int. J. Neural Syst. Regis Pinheiro Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas
1998	—	`conf`	A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction Moto. SBRN Regis Pinheiro Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas