Guilherme A. Barreto
Guilherme A. Barreto
Department of Teleinformatics Engineering, Federal University of Ceará
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Long-term time series prediction with the NARX network: An empirical evaluation
JMP Menezes Jr, GA Barreto
Neurocomputing 71 (16-18), 3335-3343, 2008
Identification and control of dynamical systems using the self-organizing map
GA Barreto, AFR Araujo
IEEE Transactions on Neural Networks 15 (5), 1244-1259, 2004
Short-term memory mechanisms in neural network learning of robot navigation tasks: A case study
AL Freire, GA Barreto, M Veloso, AT Varela
2009 6th Latin American robotics symposium (LARS 2009), 1-6, 2009
Time series prediction with the self-organizing map: A review
GA Barreto
Perspectives of Neural-Symbolic Integration, 135-158, 2007
Time in self-organizing maps: An overview of models
GA Barreto, AFR Araújo, H Ritter
International Journal of Computer Research 10 (2), 139-179, 2001
Diagnostic of pathology on the vertebral column with embedded reject option
AR da Rocha Neto, R Sousa, G de A. Barreto, JS Cardoso
Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011
On the application of ensembles of classifiers to the diagnosis of pathologies of the vertebral column: A comparative analysis
AR da Rocha Neto, G de Alencar Barreto
IEEE Latin America Transactions 7 (4), 487-496, 2009
A stochastic variational framework for recurrent Gaussian processes models
CLC Mattos, GA Barreto
Neural Networks 112, 54-72, 2019
A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case
GA Barreto, AFR Araújo, SC Kremer
Neural Computation 15 (6), 1255-1320, 2003
Minimal learning machine: A novel supervised distance-based approach for regression and classification
AH de Souza Junior, F Corona, GA Barreto, Y Miche, A Lendasse
Neurocomputing 164, 34-44, 2015
Self-organizing feature maps for modeling and control of robotic manipulators
GA Barreto, AFR Araújo, HJ Ritter
Journal of Intelligent & Robotic Systems 36 (4), 407-450, 2003
A new look at nonlinear time series prediction with NARX recurrent neural network
JMP Menezes Jr, GA Barreto
2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06), 160-165, 2006
Condition monitoring of 3G cellular networks through competitive neural models
GA Barreto, JCM Mota, LGM Souza, RA Frota, L Aguayo
IEEE Transactions on Neural Networks 16 (5), 1064-1075, 2005
A robust extreme learning machine for pattern classification with outliers
GA Barreto, ALBP Barros
Neurocomputing 176, 3-13, 2016
On the classification of mental tasks: a performance comparison of neural and statistical approaches
GA Barreto, RA Frota, FNS de Medeiros
Proceedings of the 2004 14th IEEE Signal Processing Society Workshop Machine …, 2004
Time series clustering for anomaly detection using competitive neural networks
GA Barreto, L Aguayo
Advances in Self-Organizing Maps, 28-36, 2009
Adaptive filtering with the self-organizing map: A performance comparison
GA Barreto, LGM Souza
Neural Networks 19 (6-7), 785-798, 2006
Construction and PID control for stability of an unmanned aerial vehicle of the type quadrotor
RC Sa, ALC de Araújo, AT Varela, GA Barreto
2013 Latin American Robotics Symposium and Competition, 95-99, 2013
The Nile tilapia viscera oil extraction for biodiesel production in Brazil: An economic analysis
FAS Mota, JT Costa Filho, GA Barreto
Renewable and Sustainable Energy Reviews 108, 1-10, 2019
Deep recurrent Gaussian processes for outlier-robust system identification
CLC Mattos, Z Dai, A Damianou, GA Barreto, ND Lawrence
Journal of Process Control 60, 82-94, 2017
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