Guilherme De A. Barreto

	2011
34		Ajalmar R. da Rocha Neto, Ricardo Sousa, Guilherme De A. Barreto, Jaime S. Cardoso: Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option. IbPRIA 2011: 588-595
33		José Everardo B. Maia, Guilherme De A. Barreto, André Luís Vasconcelos Coelho: Evolving a Self-Organizing Feature Map for Visual Object Tracking. WSOM 2011: 121-130
32		José Everardo B. Maia, Guilherme De A. Barreto, André L. V. Coelho: Visual object tracking by an evolutionary self-organizing neural network. Journal of Intelligent and Fuzzy Systems 22(2-3): 69-81 (2011)
	2010
31		Everardo Maia, Guilherme De A. Barreto, André Luís Vasconcelos Coelho: Image registration by the extended evolutionary self-organizing map. ESANN 2010
30		Luís Gustavo M. Souza, Guilherme De A. Barreto: Multiple Local Models for System Identification Using Vector Quantization Algorithms. ESANN 2010
29		José Daniel A. Santos, Guilherme De A. Barreto, Cláudio M. S. Medeiros: Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel Approach. SBRN 2010: 19-24
28		José B. Aragão Jr., Guilherme De A. Barreto: Novel approaches for online playout delay prediction in VoIP applications using time series models. Computers & Electrical Engineering 36(3): 536-544 (2010)
27		Luís Gustavo M. Souza, Guilherme De A. Barreto: On building local models for inverse system identification with vector quantization algorithms. Neurocomputing 73(10-12): 1993-2005 (2010)
	2009
26		Guilherme De A. Barreto, Leonardo Aguayo: Time Series Clustering for Anomaly Detection Using Competitive Neural Networks. WSOM 2009: 28-36
	2008
25		José Everardo B. Maia, Guilherme De A. Barreto, André L. V. Coelho: On Self-Organizing Feature Map (SOFM) Formation by Direct Optimization Through a Genetic Algorithm. HIS 2008: 661-666
24		José Everardo B. Maia, André L. V. Coelho, Guilherme De A. Barreto: Directly Optimizing Topology-Preserving Maps with Evolutionary Algorithms. ICONIP (1) 2008: 1180-1187
23		Leonardo Aguayo, Guilherme De A. Barreto: Novelty Detection in Time Series Through Self-Organizing Networks: An Empirical Evaluation of Two Different Paradigms. SBRN 2008: 129-134
	2007
22		Cláudio M. S. Medeiros, Guilherme De A. Barreto: An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors. ICANN (1) 2007: 219-228
21		Guilherme De A. Barreto: Time Series Prediction with the Self-Organizing Map: A Review. Perspectives of Neural-Symbolic Integration 2007: 135-158
20		Rewbenio A. Frota, Guilherme De A. Barreto, João Cesar M. Mota: Anomaly detection in mobile communication networks using the self-organizing map. Journal of Intelligent and Fuzzy Systems 18(5): 493-500 (2007)
	2006
19		Jose M. P. Menezes Jr., Guilherme De A. Barreto: A New Look at Nonlinear Time Series Prediction with NARX Recurrent Neural Network. SBRN 2006: 160-165
18		Guilherme De A. Barreto, Luís Gustavo M. Souza: Adaptive filtering with the self-organizing map: A performance comparison. Neural Networks 19(6-7): 785-798 (2006)
	2005
17		Guilherme De A. Barreto, João Cesar M. Mota, Luís Gustavo M. Souza, Rewbenio A. Frota, Leonardo Aguayo: Condition monitoring of 3G cellular networks through competitive neural models. IEEE Transactions on Neural Networks 16(5): 1064-1075 (2005)
	2004
16		Guilherme De A. Barreto, João Cesar M. Mota, Luís Gustavo M. Souza, Rewbenio A. Frota, Leonardo Aguayo, J. S. Yamamoto, Pedro Eduardo de Oliveira Macedo: Competitive Neural Networks for Fault Detection and Diagnosis in 3G Cellular Systems. ICT 2004: 207-213
15		Guilherme De A. Barreto, João Cesar M. Mota, Luís Gustavo M. Souza, Rewbenio A. Frota: Nonstationary Time Series Prediction Using Local Models Based on Competitive Neural Networks. IEA/AIE 2004: 1146-1155
14		Guilherme De A. Barreto, Aluizio F. R. Araújo: Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map. IEA/AIE 2004: 1156-1165
13		Guilherme De A. Barreto, Aluizio F. R. Araújo: Identification and control of dynamical systems using the self-organizing map. IEEE Transactions on Neural Networks 15(5): 1244-1259 (2004)
	2003
12		Antonio C. Padoan Jr., Guilherme De A. Barreto, Aluizio F. R. Araújo: Modeling and Production of Robot Trajectories Using the Temporal Parametrized Self Organizing Maps. Int. J. Neural Syst. 13(2): 119-127 (2003)
11		Guilherme De A. Barreto, Aluizio F. R. Araújo, Helge Ritter: Self-Organizing Feature Maps for Modeling and Control of Robotic Manipulators. Journal of Intelligent and Robotic Systems 36(4): 407-450 (2003)
10		Guilherme De A. Barreto, Aluizio F. R. Araújo, Stefan C. Kremer: A Taxonomy for Spatiotemporal Connectionist Networks Revisited: The Unsupervised Case. Neural Computation 15(6): 1255-1320 (2003)
	2002
9		Guilherme De A. Barreto, Aluizio F. R. Araújo: Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN 2002: 975-980
8		Antonio C. Padoan Jr., Aluizio F. R. Araújo, Guilherme De A. Barreto: Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM. SBRN 2002: 195
7		Aluizio F. R. Araújo, Guilherme De A. Barreto: A Self-Organizing Context-Based Approach to the Tracking of Multiple Robot Trajectories. Appl. Intell. 17(1): 101-119 (2002)
6		Aluizio F. R. Araújo, Guilherme De A. Barreto: Context in temporal sequence processing: a self-organizing approach and its application to robotics. IEEE Transactions on Neural Networks 13(1): 45-57 (2002)
5		Guilherme De A. Barreto, Aluizio F. R. Araújo, C. Dücker, Helge Ritter: A distributed robotic control system based on a temporal self-organizing neural network. IEEE Transactions on Systems, Man, and Cybernetics, Part C 32(4): 347-357 (2002)
	2001
4		Guilherme De A. Barreto, Aluizio F. R. Araújo: Unsupervised Learning and Temporal Context to Recall Complex Robot Trajectories. Int. J. Neural Syst. 11(1): 11-22 (2001)
	2000
3		Guilherme De A. Barreto, Aluizio F. R. Araújo: Storage and Recall of Complex Temporal Sequences through a Contextually Guided Self-Organizing Neural Network. IJCNN (3) 2000: 207-212
	1999
2		Guilherme De A. Barreto, Aluizio F. R. Araújo: Unsupervised Learning and Recall of Temporal Sequences: An Application to Robotics. Int. J. Neural Syst. 9(3): 235-242 (1999)
	1998
1		Guilherme De A. Barreto, Aluizio F. R. Araújo: Competitive and Temporal Hebbian Learning for Production of Robot Trajectories. SBRN 1998: 96-101

Coauthor Index

1	Leonardo Aguayo	[16] [17] [23] [26]
2	José B. Aragão Jr.	[28]
3	Aluizio F. R. Araújo (Aluizio Fausto Ribeiro Araújo)	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14]
4	Jaime S. Cardoso	[34]
5	André L. V. Coelho (André Luís Vasconcelos Coelho)	[24] [25] [31] [32] [33]
6	C. Dücker	[5]
7	Rewbenio A. Frota	[15] [16] [17] [20]
8	Stefan C. Kremer	[10]
9	Pedro Eduardo de Oliveira Macedo	[16]
10	Everardo Maia	[31]
11	José Everardo B. Maia	[24] [25] [32] [33]
12	Cláudio M. S. Medeiros	[22] [29]
13	Jose M. P. Menezes Jr.	[19]
14	João Cesar M. Mota	[15] [16] [17] [20]
15	Ajalmar R. da Rocha Neto	[34]
16	Antonio C. Padoan Jr.	[8] [12]
17	Helge J. Ritter (Helge Ritter)	[5] [11]
18	José Daniel A. Santos	[29]
19	Ricardo Sousa	[34]
20	Luís Gustavo M. Souza	[15] [16] [17] [18] [27] [30]
21	J. S. Yamamoto	[16]

Colors in the list of coauthors

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