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2020 – today
- 2021
[j33]Luciana Balieiro Cosme, Marcos Flávio Silveira Vasconcelos D'Angelo, Walmir Matos Caminhas, Murilo C. O. Camargos, Reinaldo Martinez Palhares
:
An adaptive approach for estimation of transition probability matrix in the interacting multiple model filter. J. Intell. Fuzzy Syst. 41(1): 155-166 (2021)- [c24]Rafael R. C. Silva, Walmir Matos Caminhas, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães:
A C4.5 Fuzzy Decision Tree Method for Multivariate Time Series Forecasting. FUZZ-IEEE 2021: 1-6 - [p2]Fernando A. C. Gomide, André P. Lemos, Walmir M. Caminhas:
Evolving Systems. Fuzzy Approaches for Soft Computing and Approximate Reasoning 2021: 169-178 - 2020
- [j32]Everthon De Souza Oliveira, Ricardo H. C. Takahashi, Walmir Matos Caminhas:
Online Neuro-Fuzzy Controller: Design for Robust Stability. IEEE Access 8: 193768-193776 (2020) - [j31]Guilherme Costa Silva, Eduardo E. O. Carvalho, Walmir Matos Caminhas:
An artificial immune systems approach to Case-based Reasoning applied to fault detection and diagnosis. Expert Syst. Appl. 140 (2020)
2010 – 2019
- 2019
- [j30]Klenilmar Lopes Dias, Mateus Almeida Pongelupe, Walmir Matos Caminhas, Luciano de Errico:
An innovative approach for real-time network traffic classification. Comput. Networks 158: 143-157 (2019) - [j29]Luciana Balieiro Cosme, Walmir Matos Caminhas, Marcos F. S. V. D'Angelo, Reinaldo Martinez Palhares:
A Novel Fault-Prognostic Approach Based on Interacting Multiple Model Filters and Fuzzy Systems. IEEE Trans. Ind. Electron. 66(1): 519-528 (2019) - 2018
- [j28]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): 834-853 (2018) - [j27]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): 1131-1145 (2018) - 2017
- [j26]Guilherme Costa Silva, Walmir Matos Caminhas, Reinaldo Martinez Palhares:
Artificial immune systems applied to fault detection and isolation: A brief review of immune response-based approaches and a case study. Appl. Soft Comput. 57: 118-131 (2017) - [j25]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): 2543-2572 (2017) - [j24]Guilherme Costa Silva, Walmir Matos Caminhas, Luciano de Errico:
Dendritic Cell Algorithm Applied to Ping Scan Investigation Revisited: Detection Quality and Performance Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 1(4): 236-247 (2017) - 2015
- [j23]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): 3-14 (2015) - 2014
- [j22]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: 194-209 (2014) - [j21]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: 647-653 (2014) - [j20]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): 21950-21967 (2014) - [c23]Renato Dourado Maia, Leandro Nunes de Castro, Walmir Matos Caminhas:
Real-parameter optimization with OptBees. IEEE Congress on Evolutionary Computation 2014: 2649-2655 - [c22]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: 29-36 - 2013
- [j19]André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide:
Adaptive fault detection and diagnosis using an evolving fuzzy classifier. Inf. Sci. 220: 64-85 (2013) - [p1]André Paim Lemos, Rosangela Ballini, Walmir M. Caminhas, Fernando A. C. Gomide:
System Modeling and Forecasting with Evolving Fuzzy Algorithms. Soft Computing: State of the Art Theory and Novel Applications 2013: 255-268 - 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. Artif. Intell. 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) - [c21]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 - [c20]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: 1-8 - [c19]Alisson Marques Silva, Walmir Matos Caminhas, André Paim Lemos, Fernando A. C. Gomide:
Evolving Neural Fuzzy Network with Adaptive Feature Selection. ICMLA (2) 2012: 440-445 - [c18]Guilherme Costa Silva, Reinaldo M. Palhares, Walmir M. Caminhas:
A Transitional View of Immune Inspired Techniques for Anomaly Detection. IDEAL 2012: 568-577 - [c17]Maurílio J. Inácio, Renato Dourado 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, 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): 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 A. C. Gomide:
Fuzzy evolving linear regression trees. Evol. Syst. 2(1): 1-14 (2011) - [j11]André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide:
Multivariable Gaussian Evolving Fuzzy Modeling System. IEEE Trans. Fuzzy Syst. 19(1): 91-104 (2011) - [c16]André Paim Lemos, Walmir M. Caminhas, Fernando A. C. Gomide:
Evolving fuzzy linear regression trees with feature selection. EAIS 2011: 31-38 - [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
2000 – 2009
- 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. Biosyst. 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 Trans. 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 Comput. Appl. 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, 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: 73-78 - [c4]Luciano C. A. Pimenta, Alexandre R. Fonseca, Guilherme A. S. Pereira, Renato Cardoso Mesquita, Elson J. 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]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): 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]Regis Pinheiro Landim, Benjamin Rodrigues de Menezes, Selênio R. Silva, Walmir M. Caminhas:
On-Line Neo-Fuzzy-Neuron State Observer. SBRN 2000: 196-201
1990 – 1999
- 1999
- [j2]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): 211-217 (1999) - [j1]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): 151-157 (1999) - 1998
- [c1]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: 67-72 - 1997
- [b1]Walmir Matos Caminhas:
Estrategias de detecção e diagnostico de falhas em sistemas dinamicos. University of Campinas, Brazil, 1997
Coauthor Index
aka: Marcos Flávio Silveira Vasconcelos D'Angelo
aka: André Paim Lemos
aka: Reinaldo Martinez Palhares
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