Walmir M. Caminhas

Publication Activity (10 Years)

Years Active: 1998-2018
Publications (10 Years): 4

Top Topics

Petroleum Industry

Gaussian Mixture Model

Fault Detection

Top Venues

Appl. Soft Comput.

Publications

Luciana Balieiro Cosme, Marcos F. S. V. D'Angelo, Walmir M. Caminhas, Shen Yin, Reinaldo M. Palhares
A novel fault prognostic approach based on particle filters and differential evolution. Appl. Intell. 48 (4) (2018)
Anisio R. Braga, Walmir M. Caminhas, Carmela M. P. Braga
A recursive algorithm for estimating multiple models continuous transfer function with non-uniform sampling. Int. J. Syst. Sci. 49 (6) (2018)
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
Adaptive fault detection and diagnosis using parsimonious Gaussian mixture models trained with distributed computing techniques. J. Frankl. Inst. 354 (6) (2017)
Alisson Marques Silva, Walmir M. Caminhas, André P. Lemos, Fernando A. C. Gomide
Adaptive Input Selection and Evolving Neural Fuzzy Networks Modeling. Int. J. Comput. Intell. Syst. 8 (sup1) (2015)
Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide
A fast learning algorithm for evolving neo-fuzzy neuron. Appl. Soft Comput. 14 (2014)
Emilio Zorzo Barcelos, Walmir M. Caminhas, Eraldo Ribeiro, Eduardo M. Pimenta, Reinaldo M. Palhares
A Combined Method for Segmentation and Registration for an Advanced and Progressive Evaluation of Thermal Images. Sensors 14 (11) (2014)
Alisson Marques Silva, Walmir M. Caminhas, André Paim Lemos, Fernando A. C. Gomide
Real-time nonlinear modeling of a twin rotor MIMO system using evolving neuro-fuzzy network. CICA (2014)
Marcos F. S. V. D'Angelo, Reinaldo M. Palhares, Luciana Balieiro Cosme, Lucas A. Aguiar, Felipe S. Fonseca, Walmir M. Caminhas
Fault detection in dynamic systems by a Fuzzy/Bayesian network formulation. Appl. Soft Comput. 21 (2014)
André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
Adaptive fault detection and diagnosis using an evolving fuzzy classifier. Inf. Sci. 220 (2013)
Leonardo Mendes de Souza, André Paim Lemos, Walmir M. Caminhas, W. C. Boaventura
Thermal modeling of power transformers using evolving fuzzy systems. Eng. Appl. Artif. Intell. 25 (5) (2012)
Maurílio J. Inácio, Renato Dourado Maia, Walmir M. Caminhas
Evolving Fuzzy Classifier Based on the Modified ECM Algorithm for Pattern Classification. IDEAL (2012)
Guilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas
A Transitional View of Immune Inspired Techniques for Anomaly Detection. IDEAL (2012)
André Paim Lemos, Daniel F. Leite, Leandro Maciel, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide
Evolving fuzzy linear regression tree approach for forecasting sales volume of petroleum products. FUZZ-IEEE (2012)
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) (2011)
André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
Multivariable Gaussian Evolving Fuzzy Modeling System. IEEE Trans. Fuzzy Syst. 19 (1) (2011)
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) (2011)
André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
Evolving fuzzy linear regression trees with feature selection. EAIS (2011)
C. A. Laurentys, Reinaldo M. Palhares, Walmir M. Caminhas
A novel Artificial Immune System for fault behavior detection. Expert Syst. Appl. 38 (6) (2011)
C. A. Laurentys, Carlos H. de M. Bomfim, Benjamin Rodrigues de Menezes, Walmir M. Caminhas
Design of a pipeline leakage detection using expert system: A novel approach. Appl. Soft Comput. 11 (1) (2011)
André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
Fuzzy evolving linear regression trees. Evol. Syst. 2 (1) (2011)
André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide
Fuzzy Multivariable Gaussian Evolving Approach for Fault Detection and Diagnosis. IPMU (2010)
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) (2010)
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) (2010)
Thiago S. Guzella, Walmir M. Caminhas
A review of machine learning approaches to Spam filtering. Expert Syst. Appl. 36 (7) (2009)
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. Biosyst. 92 (3) (2008)
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 Trans. Neural Networks 19 (8) (2008)
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)
Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
Artificial Immune Systems and Kernel Methods. ICARIS (2008)
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)
Douglas A. G. Vieira, João A. Vasconcelos, Walmir M. Caminhas
Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm. Neural Comput. Appl. 16 (4-5) (2007)
Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
Towards a Novel Immune Inspired Approach to Temporal Anomaly Detection. ICARIS (2007)
Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
Regulatory T Cells: Inspiration for Artificial Immune Systems. ICARIS (2007)
Thiago S. Guzella, Tomaz A. Mota-Santos, Walmir M. Caminhas
A Novel Immune Inspired Approach to Fault Detection. ICARIS (2007)
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)
Luciano C. A. Pimenta, Alexandre R. Fonseca, Guilherme A. S. Pereira, Renato Cardoso Mesquita, Elson Silva, Walmir M. Caminhas, Mario Fernando Montenegro Campos
On Computing Complex Navigation Functions. ICRA (2005)
Marlon R. de Gouvêa, Eduardo S. Figueiredo, Benjamin Rodrigues de 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)
Walmir M. Caminhas, Douglas A. G. Vieira, João A. Vasconcelos
Parallel layer perceptron. Neurocomputing 55 (3-4) (2003)
Marlon R. de Gouvêa, Lane Maria Rabelo Baccarini, Walmir M. Caminhas
Fault Detection and Diagnosis in Duals Converters Applied in DC Drives. SBRN (2002)
Regis Pinheiro Landim, Francisco A. S. Neves, Selênio R. Silva, Walmir M. Caminhas, Benjamin Rodrigues de Menezes
Online Neofuzzy Neuron Flux Observer for Induction Motor Drives. J. Adv. Comput. Intell. Intell. Informatics 6 (2) (2002)
Regis Pinheiro Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas
On-Line Neo-Fuzzy-Neuron State Observer. SBRN (2000)
Walmir M. Caminhas, Hermano Tavares, Fernando A. C. Gomide, Witold Pedrycz
Fuzzy Set Based Neural Networks: Structure, Learning and Application. J. Adv. Comput. Intell. Intell. Informatics 3 (3) (1999)
Regis Pinheiro 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) (1999)
Regis Pinheiro 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)