Guilherme De A. Barreto

2008
19	EE	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
18	EE	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
17	EE	Guilherme De A. Barreto: Time Series Prediction with the Self-Organizing Map: A Review. Perspectives of Neural-Symbolic Integration 2007: 135-158
16	EE	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
15	EE	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	EE	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	EE	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	EE	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	EE	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	EE	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	EE	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	EE	Guilherme De A. Barreto, Aluizio F. R. Araújo: Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN 2002: 975-980
7	EE	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	EE	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	EE	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	EE	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] [19]
2	Aluizio F. R. Araújo	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12]
3	C. Dücker	[5]
4	Rewbenio A. Frota	[13] [14] [16]
5	Stefan C. Kremer	[9]
6	Pedro Eduardo de Oliveira Macedo	[14]
7	Cláudio M. S. Medeiros	[18]
8	João Cesar M. Mota	[13] [14] [16]
9	Antonio C. Padoan Jr.	[7] [11]
10	Helge Ritter	[5] [10]
11	Luís Gustavo M. Souza	[13] [14] [15]
12	J. S. Yamamoto	[14]

Colors in the list of coauthors