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Guilherme De A. Barreto

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2008
19EELeonardo 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
18EECláudio 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
17EEGuilherme De A. Barreto: Time Series Prediction with the Self-Organizing Map: A Review. Perspectives of Neural-Symbolic Integration 2007: 135-158
16EERewbenio 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
15EEGuilherme 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
14EEGuilherme 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
13EEGuilherme 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
12EEGuilherme 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
11EEAntonio 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)
10EEGuilherme 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)
9EEGuilherme 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
8EEGuilherme De A. Barreto, Aluizio F. R. Araújo: Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN 2002: 975-980
7EEAntonio 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
3EEGuilherme 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
2EEGuilherme 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
1EEGuilherme De A. Barreto, Aluizio F. R. Araújo: Competitive and Temporal Hebbian Learning for Production of Robot Trajectories. SBRN 1998: 96-101

Coauthor Index

1Leonardo Aguayo [14] [19]
2Aluizio F. R. Araújo [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12]
3C. Dücker [5]
4Rewbenio A. Frota [13] [14] [16]
5Stefan C. Kremer [9]
6Pedro Eduardo de Oliveira Macedo [14]
7Cláudio M. S. Medeiros [18]
8João Cesar M. Mota [13] [14] [16]
9Antonio C. Padoan Jr. [7] [11]
10Helge Ritter [5] [10]
11Luís Gustavo M. Souza [13] [14] [15]
12J. S. Yamamoto [14]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)