Guilherme A. Barreto
Guilherme A. Barreto
Department of Teleinformatics Engineering, Federal University of Ceará
Verified email at ufc.br
TitleCited byYear
Long-term time series prediction with the NARX network: An empirical evaluation
JMP Menezes Jr, GA Barreto
Neurocomputing 71 (16-18), 3335-3343, 2008
2692008
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
1542004
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
1002001
Time series prediction with the self-organizing map: A review
GA Barreto
Perspectives of Neural-Symbolic Integration, 135-158, 2007
972007
A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case
GA Barreto, AFR Araújo, SC Kremer
Neural Computation 15 (6), 1255-1320, 2003
792003
Diagnostic of pathology on the vertebral column with embedded reject option
AR da Rocha Neto, R Sousa, GA Barreto, JS Cardoso
Iberian Conference on Pattern Recognition and Image Analysis, 588-595, 2011
672011
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
642003
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
592009
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
562005
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
532009
Recurrent gaussian processes
CLC Mattos, Z Dai, A Damianou, J Forth, GA Barreto, ND Lawrence
arXiv preprint arXiv:1511.06644, 2015
432015
Planejamento de trajetoria de um robo movel (agv) usando redes neurais nao-supervisionadas e tecnicas de ia
GA Barreto, AFR Araujo, MO Rosa
Anais, 1996
431996
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
402006
Minimal learning machine: a novel supervised distance-based approach for regression and classification
AH de Souza Júnior, F Corona, GA Barreto, Y Miche, A Lendasse
Neurocomputing 164, 34-44, 2015
362015
Adaptive filtering with the self-organizing map: A performance comparison
GA Barreto, LGM Souza
Neural Networks 19 (6-7), 785-798, 2006
282006
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
272004
A self-organizing NARX network and its application to prediction of chaotic time series
GA Barreto, AFR Araujo
IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001
272001
Time series clustering for anomaly detection using competitive neural networks
GA Barreto, L Aguayo
Advances in Self-Organizing Maps, 28-36, 2009
252009
Construction and PID control for stability of an unmanned aerial vehicle of the type quadrotor
RC Sá, ALC de Araújo, AT Varela, GA Barreto
2013 Latin American Robotics Symposium and Competition, 95-99, 2013
242013
A robust extreme learning machine for pattern classification with outliers
GA Barreto, ALBP Barros
Neurocomputing 176, 3-13, 2016
212016
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