2008 | ||
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39 | EE | Elton Bernardo Bandeira de Melo, Aluizio F. R. Araújo: Modeling ant colony foraging in dynamic and confined environment. GECCO 2008: 169-176 |
38 | EE | Maury M. Gouvea, Aluizio F. R. Araújo: Population dynamics model for gene frequency prediction in evolutionary algorithms. IEEE Congress on Evolutionary Computation 2008: 1603-1610 |
37 | EE | Ahmed Ali Abdalla Esmin, Dilson Lucas Pereira, Aluizio F. R. Araújo: Study of different approach to clustering data by using the Particle Swarm Optimization Algorithm. IEEE Congress on Evolutionary Computation 2008: 1817-1822 |
36 | EE | Maury M. Gouvea, Aluizio F. R. Araújo: Diversity control based on population heterozygosity dynamics. IEEE Congress on Evolutionary Computation 2008: 3671-3678 |
35 | EE | Vilson L. DalleMole, Aluizio F. R. Araújo: The growing Self-organizing surface Map. IJCNN 2008: 2061-2068 |
34 | EE | Vilson L. DalleMole, Aluizio F. R. Araújo: The Growing Self-Organizing Surface Map: Improvements. SBRN 2008: 183-188 |
2007 | ||
33 | EE | Maury M. Gouvea Jr., Aluizio F. R. Araújo: Diversity-based model reference for genetic algorithms in dynamic environment. IEEE Congress on Evolutionary Computation 2007: 4639-4645 |
32 | EE | Renata L. M. do Rego, Aluizio F. R. Araújo, Fernando Buarque de Lima Neto: Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds. IJCNN 2007: 1900-1905 |
31 | EE | Ruben Carlo Benante, Leonardo Marquez Pedro, Leandro Cuenca Massaro, Valdinei Luís Belini, Aluizio F. R. Araújo, Glauco Augusto de Paula Caurin: A self-organizing state trajectory planner applied to an anthropomorphic robot hand. IROS 2007: 3082-3087 |
30 | EE | Ruben Carlo Benante, Aluizio F. R. Araújo: Self-organizing maps to generate state trajectories of manipulators. SMC 2007: 1590-1595 |
29 | EE | Aluizio F. R. Araújo, Luciana P. P. Bueno, Marcília A. Campos: Dynamic behaviors in chaotic bidirectional associative memory. Journal of Intelligent and Fuzzy Systems 18(5): 513-523 (2007) |
2006 | ||
28 | EE | Aluizio F. R. Araújo, Cícero Garrozi, Andre R. G. A. Leitao, Maury M. Gouvea Jr.: Multicast Routing Using Genetic Algorithm Seen as a Permutation Problem. AINA (1) 2006: 477-484 |
27 | EE | Gecynalda Soares S. Gomes, André Luis Santiago Maia, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho, Aluizio F. R. Araújo: Hybrid model with dynamic architecture for forecasting time series. IJCNN 2006: 3742-3747 |
26 | EE | Luciana P. P. Bueno, Aluizio F. R. Araújo: Controlling Chaos in Chaotic Bidirectional Associative Memories. IJCNN 2006: 3983-3990 |
25 | EE | Aluizio F. R. Araújo, André Carlos Ponce Leon Ferreira de Carvalho: The Brazilian Symposium on Neural Networks (SBRN'04). Neurocomputing 70(1-3): 1-2 (2006) |
24 | EE | Arthur Plínio de S. Braga, Aluizio F. R. Araújo: Influence zones: A strategy to enhance reinforcement learning. Neurocomputing 70(1-3): 21-34 (2006) |
2004 | ||
23 | EE | Karla Vittori, Jacques Gautrais, Aluizio F. R. Araújo, Vincent Fourcassié, Guy Theraulaz: Modeling Ant Behavior Under a Variable Environment. ANTS Workshop 2004: 190-201 |
22 | 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 |
21 | EE | Arthur Plínio de S. Braga, Aluizio F. R. Araújo, Jeremy Wyatt: Incremental topological reinforcement learning agent in non-structured environments. SMC (6) 2004: 5567-5572 |
2003 | ||
20 | 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) |
19 | 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) |
18 | 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) |
17 | EE | Arthur Plínio de S. Braga, Aluizio F. R. Araújo: A topological reinforcement learning agent for navigation. Neural Computing and Applications 12(3-4): 220-236 (2003) |
2002 | ||
16 | EE | Guilherme De A. Barreto, Aluizio F. R. Araújo: Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN 2002: 975-980 |
15 | 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 |
14 | 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) | |
13 | 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) | |
12 | Aluizio F. R. Araújo, André S. Henriques: A Stochastic Neural Model for Fast Identification of Spatiotemporal Sequences. Neural Processing Letters 16(3): 277-292 (2002) | |
2001 | ||
11 | EE | C. M. O. Valente, A. Schammass, Aluizio F. R. Araújo, Glauco Augusto de Paula Caurin: The influence of the radial basis function training strategy on the performance of a neural gripper. Advanced Robotics 14(8): 669-682 (2001) |
10 | 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 | ||
9 | 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 |
8 | EE | André S. Henriques, Aluizio F. R. Araújo, Silvio Morato: Clustering Exploratory Activity in an Elevated Plus-Maze with Neural Networks. IJCNN (4) 2000: 17-22 |
1999 | ||
7 | EE | C. M. O. Valente, Aluizio F. R. Araújo, Glauco Augusto de Paula Caurin, A. Schammass: A Neural Gripper for Arbitrary Object Grasping. Connect. Sci. 11(3-4): 291-316 (1999) |
6 | 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 | ||
5 | Arthur Plínio de S. Braga, Aluizio F. R. Araújo: Goal-Directed Reinforcement Learning Using Variable Learning Rate. SBIA 1998: 131-140 | |
4 | EE | André S. Henriques, Aluizio F. R. Araújo: Context and Scale Influencing Clustering through Unsupervised Neural Networks. SBRN 1998: 235-240 |
3 | EE | Guilherme De A. Barreto, Aluizio F. R. Araújo: Competitive and Temporal Hebbian Learning for Production of Robot Trajectories. SBRN 1998: 96-101 |
1997 | ||
2 | Aluizio F. R. Araújo, Marcelo Vieira: Employing a Multiple Associative Memory Model for Temporal Sequence Reproduction. J. Braz. Comp. Soc. 4(1): (1997) | |
1 | Aluizio F. R. Araújo, Hélio D'Arbo Jr.: The Role Played by Intralayer and Interlayer Feedback Connections in Recurrent Neural Networks used for Planning. J. Braz. Comp. Soc. 4(1): (1997) |