Guilherme De A. Barreto

	2009
22		Guilherme De A. Barreto, Leonardo Aguayo: Time Series Clustering for Anomaly Detection Using Competitive Neural Networks. WSOM 2009: 28-36
	2008
21		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
20		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
19		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
18		Guilherme De A. Barreto: Time Series Prediction with the Self-Organizing Map: A Review. Perspectives of Neural-Symbolic Integration 2007: 135-158
17		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
16		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
15		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)
	2004
14		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
13		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
12		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
	2003
11		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)
10		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)
9		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
8		Guilherme De A. Barreto, Aluizio F. R. Araújo: Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN 2002: 975-980
7		Antonio C. Padoan Jr., Aluizio F. R. Araújo, Guilherme De A. Barreto: Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM. SBRN 2002: 195
6		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)
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	[14] [20] [22]
2	Aluizio F. R. Araújo	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12]
3	André L. V. Coelho (André Luís Vasconcelos Coelho)	[21]
4	C. Dücker	[5]
5	Rewbenio A. Frota	[13] [14] [17]
6	Stefan C. Kremer	[9]
7	Pedro Eduardo de Oliveira Macedo	[14]
8	José Everardo B. Maia	[21]
9	Cláudio M. S. Medeiros	[19]
10	Jose M. P. Menezes Jr.	[16]
11	João Cesar M. Mota	[13] [14] [17]
12	Antonio C. Padoan Jr.	[7] [11]
13	Helge Ritter	[5] [10]
14	Luís Gustavo M. Souza	[13] [14] [15]
15	J. S. Yamamoto	[14]

Colors in the list of coauthors