2008 |
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) |