Estrategias de detecção e diagnostico de falhas em sistemas dinamicos. - Walmir Matos Caminhas (1997)

A Neo-Fuzzy-Neuron with Real-Time Training Applied to Flux Observer for an Induction Moto. - Regis Pinheiro Landim; Benjamin Rodrigues de Menezes; Selênio R. Silva; Walmir M. Caminhas (SBRN, 1998)

Nonlinear System Identification Using a Neo Fuzzy Neuron Algorithm: Electrical Drive Application. - Regis Pinheiro Landim; Benjamin Rodrigues de Menezes; Selênio R. Silva; Walmir M. Caminhas (Int. J. Neural Syst., 1999)

Fuzzy Set Based Neural Networks: Structure, Learning and Application. - Walmir M. Caminhas; Hermano Tavares; Fernando A. C. Gomide; Witold Pedrycz (J. Adv. Comput. Intell. Intell. Informatics, 1999)

On-Line Neo-Fuzzy-Neuron State Observer. - Regis Pinheiro Landim; Benjamin Rodrigues de Menezes; Selênio R. Silva; Walmir M. Caminhas (SBRN, 2000)

Fault Detection and Diagnosis in Duals Converters Applied in DC Drives. - Marlon R. de Gouvêa; Lane Maria Rabelo Baccarini; Walmir M. Caminhas (SBRN, 2002)

Online Neofuzzy Neuron Flux Observer for Induction Motor Drives. - Regis Pinheiro Landim; Francisco A. S. Neves; Selênio R. Silva; Walmir M. Caminhas; Benjamin Rodrigues de Menezes (J. Adv. Comput. Intell. Intell. Informatics, 2002)

Parallel layer perceptron. - Walmir M. Caminhas; Douglas A. G. Vieira; João A. Vasconcelos (Neurocomputing, 2003)

A New Neurofuzzy Controller Applied to Vector Control of Induction Motors. - Marlon R. de Gouvêa; Eduardo S. Figueiredo; Benjamin Rodrigues de Menezes; Lane Maria Rabelo Baccarini; A. V. Pires; Walmir M. Caminhas (Computational Intelligence, 2005)

On Computing Complex Navigation Functions. - Luciano C. A. Pimenta; Alexandre R. Fonseca; Guilherme A. S. Pereira; Renato Cardoso Mesquita; Elson J. Silva; Walmir M. Caminhas; Mario Fernando Montenegro Campos (ICRA, 2005)

Modelling the Control of an Immune Response Through Cytokine Signalling. - Thiago S. Guzella; Tomaz A. Mota-Santos; Joaquim Quinteiro Uchôa; Walmir M. Caminhas (ICARIS, 2006)

A Novel Immune Inspired Approach to Fault Detection. - Thiago S. Guzella; Tomaz A. Mota-Santos; Walmir M. Caminhas (ICARIS, 2007)

Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection. - Thiago S. Guzella; Tomaz A. Mota-Santos; Walmir M. Caminhas (ICARIS, 2007)

Regulatory T Cells: Inspiration for Artificial Immune Systems. - Thiago S. Guzella; Tomaz A. Mota-Santos; Walmir M. Caminhas (ICARIS, 2007)

Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm. - Douglas A. G. Vieira; João A. Vasconcelos; Walmir M. Caminhas (Neural Comput. Appl., 2007)

Screening of Obstructive Sleep Apnea by RR Interval Time Series using a Time Series Novelty Detection Technique. - André Paim Lemos; Carlos Julio Tierra-Criollo; Walmir M. Caminhas (BIOSIGNALS (2), 2008)

A genetic algorithm for multiobjective training of ANFIS fuzzy networks. - Eduardo G. Carrano; Ricardo H. C. Takahashi; Walmir M. Caminhas; Oriane M. Neto (IEEE Congress on Evolutionary Computation, 2008)

Artificial Immune Systems and Kernel Methods. - Thiago S. Guzella; Tomaz A. Mota-Santos; Walmir M. Caminhas (ICARIS, 2008)

Identification of SPAM messages using an approach inspired on the immune system. - Thiago S. Guzella; Tomaz A. Mota-Santos; Joaquim Quinteiro Uchôa; Walmir M. Caminhas (Biosyst., 2008)

The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem. - Douglas A. G. Vieira; Ricardo H. C. Takahashi; Vasile Palade; João A. Vasconcelos; Walmir M. Caminhas (IEEE Trans. Neural Networks, 2008)

A review of machine learning approaches to Spam filtering. - Thiago S. Guzella; Walmir M. Caminhas (Expert Syst. Appl., 2009)

Evolving fuzzy linear regression trees. - André Paim Lemos; Walmir Matos Caminhas; Fernando A. C. Gomide (FUZZ-IEEE, 2010)

Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis. - André Paim Lemos; Walmir M. Caminhas; Fernando A. C. Gomide (IPMU, 2010)

Design of an artificial immune system based on Danger Model for fault detection. - C. A. Laurentys; Reinaldo M. Palhares; Walmir M. Caminhas (Expert Syst. Appl., 2010)

Design of an Artificial Immune System for fault detection: A Negative Selection Approach. - C. A. Laurentys; G. Ronacher; Reinaldo M. Palhares; Walmir M. Caminhas (Expert Syst. Appl., 2010)

Evolving fuzzy linear regression trees with feature selection. - André Paim Lemos; Walmir M. Caminhas; Fernando A. C. Gomide (EAIS, 2011)

Adaptive Technique to Solve Multi-objective Feeder Reconfiguration Problem in Real Time Context. - Carlos Henrique N. de Resende Barbosa; Walmir Matos Caminhas; João Antônio de Vasconcelos (EMO, 2011)

Incipient fault detection in induction machine stator-winding using a fuzzy-Bayesian change point detection approach. - Marcos F. S. V. D'Angelo; Reinaldo M. Palhares; Ricardo H. C. Takahashi; Rosangela Helena Loschi; Lane Maria Rabelo Baccarini; Walmir M. Caminhas (Appl. Soft Comput., 2011)

Design of a pipeline leakage detection using expert system: A novel approach. - C. A. Laurentys; Carlos H. de M. Bomfim; Benjamin Rodrigues de Menezes; Walmir M. Caminhas (Appl. Soft Comput., 2011)

SVM practical industrial application for mechanical faults diagnostic. - Lane Maria Rabelo Baccarini; Valceres Vieira Rocha e Silva; Benjamin Rodrigues de Menezes; Walmir M. Caminhas (Expert Syst. Appl., 2011)

A novel Artificial Immune System for fault behavior detection. - C. A. Laurentys; Reinaldo M. Palhares; Walmir M. Caminhas (Expert Syst. Appl., 2011)

Fuzzy evolving linear regression trees. - André Paim Lemos; Walmir M. Caminhas; Fernando A. C. Gomide (Evol. Syst., 2011)

Multivariable Gaussian Evolving Fuzzy Modeling System. - André Paim Lemos; Walmir M. Caminhas; Fernando A. C. Gomide (IEEE Trans. Fuzzy Syst., 2011)

Bee colonies as model for multimodal continuous optimization: The OptBees algorithm. - Renato Dourado Maia; Leandro Nunes de Castro; Walmir Matos Caminhas (IEEE Congress on Evolutionary Computation, 2012)

Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. - André Paim Lemos; Daniel F. Leite; Leandro Maciel; Rosangela Ballini; Walmir M. Caminhas; Fernando A. C. Gomide (FUZZ-IEEE, 2012)

Evolving Neural Fuzzy Network with Adaptive Feature Selection. - Alisson Marques Silva; Walmir Matos Caminhas; André Paim Lemos; Fernando A. C. Gomide (ICMLA (2), 2012)

Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. - Maurílio J. Inácio; Renato Dourado Maia; Walmir M. Caminhas (IDEAL, 2012)

A Transitional View of Immune Inspired Techniques for Anomaly Detection. - Guilherme Costa Silva; Reinaldo M. Palhares; Walmir M. Caminhas (IDEAL, 2012)

Thermal modeling of power transformers using evolving fuzzy systems. - Leonardo Mendes de Souza; André Paim Lemos; Walmir M. Caminhas; W. C. Boaventura (Eng. Appl. Artif. Intell., 2012)

Immune inspired Fault Detection and Diagnosis: A fuzzy-based approach of the negative selection algorithm and participatory clustering. - Guilherme Costa Silva; Reinaldo Martinez Palhares; Walmir Matos Caminhas (Expert Syst. Appl., 2012)

Adaptive fault detection and diagnosis using an evolving fuzzy classifier. - André Paim Lemos; Walmir M. Caminhas; Fernando A. C. Gomide (Inf. Sci., 2013)

System Modeling and Forecasting with Evolving Fuzzy Algorithms. - André Paim Lemos; Rosangela Ballini; Walmir M. Caminhas; Fernando A. C. Gomide (Soft Computing: State of the Art Theory and Novel Applications, 2013)

Real-parameter optimization with OptBees. - Renato Dourado Maia; Leandro Nunes de Castro; Walmir Matos Caminhas (IEEE Congress on Evolutionary Computation, 2014)

Real-time nonlinear modeling of a twin rotor MIMO system using evolving neuro-fuzzy network. - Alisson Marques Silva; Walmir M. Caminhas; André Paim Lemos; Fernando A. C. Gomide (CICA, 2014)

Fault detection in dynamic systems by a Fuzzy/Bayesian network formulation. - Marcos F. S. V. D'Angelo; Reinaldo M. Palhares; Luciana Balieiro Cosme; Lucas A. Aguiar; Felipe S. Fonseca; Walmir M. Caminhas (Appl. Soft Comput., 2014)

A fast learning algorithm for evolving neo-fuzzy neuron. - Alisson Marques Silva; Walmir M. Caminhas; André Paim Lemos; Fernando A. C. Gomide (Appl. Soft Comput., 2014)

A Combined Method for Segmentation and Registration for an Advanced and Progressive Evaluation of Thermal Images. - Emilio Zorzo Barcelos; Walmir M. Caminhas; Eraldo Ribeiro; Eduardo M. Pimenta; Reinaldo M. Palhares (Sensors, 2014)

Adaptive Input Selection and Evolving Neural Fuzzy Networks Modeling. - Alisson Marques Silva; Walmir M. Caminhas; André P. Lemos; Fernando A. C. Gomide (Int. J. Comput. Intell. Syst., 2015)

Artificial immune systems applied to fault detection and isolation: A brief review of immune response-based approaches and a case study. - Guilherme Costa Silva; Walmir Matos Caminhas; Reinaldo Martinez Palhares (Appl. Soft Comput., 2017)

Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques. - 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 (J. Frankl. Inst., 2017)

Dendritic Cell Algorithm Applied to Ping Scan Investigation Revisited: Detection Quality and Performance Analysis. - Guilherme Costa Silva; Walmir Matos Caminhas; Luciano de Errico (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

A novel fault prognostic approach based on particle filters and differential evolution. - Luciana Balieiro Cosme; Marcos F. S. V. D'Angelo; Walmir M. Caminhas; Shen Yin; Reinaldo M. Palhares (Appl. Intell., 2018)

A recursive algorithm for estimating multiple models continuous transfer function with non-uniform sampling. - Anisio R. Braga; Walmir M. Caminhas; Carmela M. P. Braga (Int. J. Syst. Sci., 2018)

An innovative approach for real-time network traffic classification. - Klenilmar Lopes Dias; Mateus Almeida Pongelupe; Walmir Matos Caminhas; Luciano de Errico (Comput. Networks, 2019)

A Novel Fault-Prognostic Approach Based on Interacting Multiple Model Filters and Fuzzy Systems. - Luciana Balieiro Cosme; Walmir Matos Caminhas; Marcos F. S. V. D'Angelo; Reinaldo Martinez Palhares (IEEE Trans. Ind. Electron., 2019)

Online Neuro-Fuzzy Controller: Design for Robust Stability. - Everthon De Souza Oliveira; Ricardo H. C. Takahashi; Walmir Matos Caminhas (IEEE Access, 2020)

An artificial immune systems approach to Case-based Reasoning applied to fault detection and diagnosis. - Guilherme Costa Silva; Eduardo E. O. Carvalho; Walmir Matos Caminhas (Expert Syst. Appl., 2020)

A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting. - Rafael R. C. Silva; Walmir Matos Caminhas; Petrônio Cândido de Lima e Silva; Frederico Gadelha Guimarães (FUZZ-IEEE, 2021)

An adaptive approach for estimation of transition probability matrix in the interacting multiple model filter. - Luciana Balieiro Cosme; Marcos Flávio Silveira Vasconcelos D'Angelo; Walmir Matos Caminhas; Murilo C. O. Camargos; Reinaldo Martinez Palhares (J. Intell. Fuzzy Syst., 2021)

Evolving Systems. - Fernando A. C. Gomide; André P. Lemos; Walmir M. Caminhas (Fuzzy Approaches for Soft Computing and Approximate Reasoning, 2021)

A Digital Twin Approach to Smart Monitoring and Fault Diagnosis. - Ana C. S. Araújo; Lane Maria Rabelo; Paulo Cezar Monteiro Lamim Filho; Walmir M. Caminhas (IEEE Access, 2025)

An evolving approach to the similarity-based modeling for online clustering in non-stationary environments. - Nayron Morais Almeida; Murilo C. O. Camargos Filho; Denis G. B. Mariano; Carlos H. de M. Bomfim; Reinaldo M. Palhares; Walmir M. Caminhas (Evol. Syst., 2025)