Aluizio F. R. Araújo

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 28

Top Topics

Associative Memory

Hopf Bifurcation

Evolutionary Algorithm

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Adriel F. L. A. Da Silva, Marcondes Ricarte da Silva Júnior, Aluizio F. R. Araújo, Adrien Durand Petiteville
Visual Place Recognition Under a High-Dimensional Subspace Clustering Perspective. LARS/SBR/WRE (2023)
Marcondes R. da Silva, Aluizio F. R. Araújo
Subspace Clustering Multi-module Self-organizing Maps with Two-Stage Learning. ICANN (4) (2022)
Lucas R. C. de Farias, Aluizio F. R. Araújo
A decomposition-based many-objective evolutionary algorithm updating weights when required. Swarm Evol. Comput. 68 (2022)
Lucas R. C. de Farias, Aluizio F. R. Araújo
IM-MOEA/D: An Inverse Modeling Multi-Objective Evolutionary Algorithm Based on Decomposition. SMC (2021)
Danilo S. Barbosa, Aluizio F. R. Araújo, Eulogio Gutierrez-Huampo
Voice Commanded System for Navigation of Mobile Robots. SMC (2021)
Elaine Guerrero-Peña, Aluizio F. R. Araújo
Dynamic multi-objective evolutionary algorithm with objective space prediction strategy. Appl. Soft Comput. 107 (2021)
Felipe D. B. de Oliveira, Marcondes R. da Silva, Aluizio F. R. Araújo
Spatio-temporal Data Association for Object-augmented Mapping. J. Intell. Robotic Syst. 103 (1) (2021)
Aluizio F. R. Araújo, Victor Oliveira Antonino, Karina L. Ponce-Guevara
Self-organizing subspace clustering for high-dimensional and multi-view data. Neural Networks 130 (2020)
Elaine Guerrero-Peña, Fernanda Nakano Kazama, Paulo de Barros Correia, Aluizio F. R. Araújo
Solving constrained combinatorial reverse auctions using MOEAs: a comparative study. GECCO (2020)
Paulo H. M. Ferreira, Aluizio F. R. Araújo
Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation. Neural Process. Lett. 51 (2) (2020)
Heitor R. Medeiros, Felipe D. B. de Oliveira, Hansenclever de F. Bassani, Aluizio F. R. Araújo
Dynamic topology and relevance learning SOM-based algorithm for image clustering tasks. Comput. Vis. Image Underst. 179 (2019)
Hansenclever de F. Bassani, Aluizio F. R. Araújo
A Neural Network Architecture for Learning Word-Referent Associations in Multiple Contexts. CoRR (2019)
Hansenclever F. Bassani, Aluizio F. R. Araújo
A neural network architecture for learning word-referent associations in multiple contexts. Neural Networks 117 (2019)
André K. O. Tiba, Aluizio F. R. Araújo
Control strategies for Hopf bifurcation in a chaotic associative memory. Neurocomputing 323 (2019)
Elaine Guerrero-Peña, Aluizio F. R. Araújo
A New Dynamic Multi-objective Evolutionary Algorithm without Change Detector. SMC (2019)
Lucas R. C. de Farias, Aluizio F. R. Araújo
Many-Objective Evolutionary Algorithm Based On Decomposition With Random And Adaptive Weights. SMC (2019)
Lucas R. C. de Farias, Pedro H. M. Braga, Hansenclever de F. Bassani, Aluizio F. R. Araújo
MOEA/D with Uniformly Randomly Adaptive Weights. CoRR (2019)
Lucas R. C. de Farias, Pedro H. M. Braga, Hansenclever de F. Bassani, Aluizio F. R. Araújo
MOEA/D with uniformly randomly adaptive weights. GECCO (2018)
Elaine Guerrero-Pena, Aluizio F. R. Araújo
Multi-Objective Evolutionary Algorithm with Gaussian Process Regression. CEC (2018)
Elaine Guerrero-Pena, Aluizio F. R. Araújo
A Gaussian Mixture Model based local search for Differential Evolution Algorithm. CEC (2017)
Felipe Duque Belfort, Hansenclever de F. Bassani, Aluizio F. R. Araújo
Online incremental supervised growing neural gas. IJCNN (2017)
Hesdras O. Viana, Aluizio F. R. Araújo
Adaptive speech model for missing-feature reconstruction. DSP (2016)
P. Elaine Guerrero, Wagner J. F. Silva, Aluizio F. R. Araújo
Searching a probabilistic model for differential evolution population. CEC (2016)
Victor Oliveira Antonino, Aluizio F. R. Araújo
Local adaptive receptive field dimension selective self-organizing map for multi-view clustering. IJCNN (2016)
Hansenclever de F. Bassani, Aluizio F. R. Araújo
Dimension Selective Self-Organizing Maps With Time-Varying Structure for Subspace and Projected Clustering. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Maury Meirelles Gouvêa Jr., Aluizio F. R. Araújo
Evolutionary Algorithm with Diversity-Reference Adaptive Control in Dynamic Environments. Int. J. Artif. Intell. Tools 24 (1) (2015)
André K. O. Tiba, Aluizio F. R. Araújo, Marcos N. Rabelo
Hopf Bifurcation in a Chaotic Associative Memory. Neurocomputing 152 (2015)
Aluizio F. R. Araújo, Orivaldo V. Santana
Self-Organizing Map With Time-Varying Structure to Plan and Control Artificial Locomotion. IEEE Trans. Neural Networks Learn. Syst. 26 (8) (2015)
Arthur Gonçalves Carvalho, Aluizio F. R. Araújo
Improving NSGA-II with an Adaptive Mutation Operator CoRR (2013)
Aluizio F. R. Araújo, Renata L. M. E. do Rego
Self-organizing maps with a time-varying structure. ACM Comput. Surv. 46 (1) (2013)
Flavia R. B. Araújo, Hansenclever de F. Bassani, Aluizio F. R. Araújo
Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies. IJCNN (2013)
Hansenclever de F. Bassani, Aluizio F. R. Araújo, C. T. F. Barbosa, R. C. A. Guedes
Modeling the Slow Wave Shapes of Spreading Depression in a Rat Cortex: A Methodology for Seeking Physiological Parameters. IEEE Trans. Biomed. Eng. 59 (2) (2012)
Hansenclever de F. Bassani, Aluizio F. R. Araújo
Dimension Selective Self-Organizing Maps for clustering high dimensional data. IJCNN (2012)
Maury Meirelles Gouvêa Jr., Aluizio F. R. Araújo
A population dynamics model to describe gene frequencies in evolutionary algorithms. Appl. Soft Comput. 12 (5) (2012)
Carlos R. B. Azevedo, Aluizio F. R. Araújo
Correlation between diversity and hypervolume in evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation (2011)
Maury M. Gouvea Jr., Aluizio F. R. Araújo
Adaptive evolutionary algorithm based on population dynamics for dynamic environments. GECCO (2011)
Carlos R. B. Azevedo, Aluizio F. R. Araújo
Generalized immigration schemes for dynamic evolutionary multiobjective optimization. IEEE Congress on Evolutionary Computation (2011)
Renata L. M. E. do Rego, Paulo H. M. Ferreira, Aluizio F. R. Araújo
Reconstructing anatomical structures with growing self-reconstruction maps. SMC (2011)
Cícero Garrozi, Aluizio F. R. Araújo
A memetic algorithm with one-step local search to guide diversity increase in Dynamic Multiobjective problems. SMC (2011)
Vilson L. DalleMole, Aluizio F. R. Araújo
A Novel Topological Map of Place Cells for Autonomous Robots. ICANN (2) (2010)
Orivaldo V. Santana, Aluizio F. R. Araújo
A Self-Organizing Map for Controlling Artificial Locomotion. ICANN (2) (2010)
Renata L. M. E. do Rego, Hansenclever de F. Bassani, Daniel Filgueiras, Aluizio F. R. Araújo
Surface Reconstruction Method Based on a Growing Self-Organizing Map. ICANN (1) (2009)
Aluizio F. R. Araújo, Diogo C. Costa
Local adaptive receptive field self-organizing map for image color segmentation. Image Vis. Comput. 27 (9) (2009)
Glauber M. Pires, Aluizio F. R. Araújo
A stochastic neural model for fast classification of binary images. IJCNN (2009)
Arthur Gonçalves Carvalho, Aluizio F. R. Araújo
Improving NSGA-II with an adaptive mutation operator. GECCO (Companion) (2009)
Maury M. Gouvea Jr., Aluizio F. R. Araújo
Diversity control based on population heterozygosity dynamics. IEEE Congress on Evolutionary Computation (2008)
Vilson L. DalleMole, Aluizio F. R. Araújo
The growing Self-organizing surface Map. IJCNN (2008)
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)
Vilson L. DalleMole, Aluizio F. R. Araújo
The Growing Self-Organizing Surface Map: Improvements. SBRN (2008)
Maury M. Gouvea Jr., Aluizio F. R. Araújo
Population dynamics model for gene frequency prediction in evolutionary algorithms. IEEE Congress on Evolutionary Computation (2008)
Elton Bernardo Bandeira de Melo, Aluizio F. R. Araújo
Modeling ant colony foraging in dynamic and confined environment. GECCO (2008)
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)
Maury M. Gouvea Jr., Aluizio F. R. Araújo
Diversity-based model reference for genetic algorithms in dynamic environment. IEEE Congress on Evolutionary Computation (2007)
Ruben Carlo Benante, Aluizio F. R. Araújo
Self-organizing maps to generate state trajectories of manipulators. SMC (2007)
Aluizio F. R. Araújo, Luciana P. P. Bueno, Marcília A. Campos
Dynamic behaviors in chaotic bidirectional associative memory. J. Intell. Fuzzy Syst. 18 (5) (2007)
Renata L. M. E. do Rego, Aluizio F. R. Araújo, Fernando Buarque de Lima Neto
Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds. IJCNN (2007)
Marcos A. C. Lima, Aluizio F. R. Araújo, Amílcar C. César
Adaptive Genetic Algorithms for Dynamic Channel Assignment in Mobile Cellular Communication Systems. IEEE Trans. Veh. Technol. 56 (5) (2007)
Luciana P. P. Bueno, Aluizio F. R. Araújo
Controlling Chaos in Chaotic Bidirectional Associative Memories. IJCNN (2006)
Cícero Garrozi, Aluizio F. R. Araújo
Multiobjective Genetic Algorithm for Multicast Routing. IEEE Congress on Evolutionary Computation (2006)
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)
Aluizio F. R. Araújo, André Carlos Ponce de Leon Ferreira de Carvalho
The Brazilian Symposium on Neural Networks (SBRN'04). Neurocomputing 70 (1-3) (2006)
Gecynalda Soares da Silva 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)
Arthur Plínio de S. Braga, Aluizio F. R. Araújo
Influence zones: A strategy to enhance reinforcement learning. Neurocomputing 70 (1-3) (2006)
Renata L. M. E. do Rego, Hansenclever de F. Bassani, Aluizio F. R. Araújo, Fernando Buarque de Lima Neto
Evolutionary Algorithm for 3D Object Reconstruction from Images. SBRN (2006)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Identification and control of dynamical systems using the self-organizing map. IEEE Trans. Neural Networks 15 (5) (2004)
Arthur Plínio de S. Braga, Aluizio F. R. Araújo, Jeremy L. Wyatt
Incremental topological reinforcement learning agent in non-structured environments. SMC (6) (2004)
Karla Vittori, Jacques Gautrais, Aluizio F. R. Araújo, Vincent Fourcassié, Guy Theraulaz
Modeling Ant Behavior Under a Variable Environment. ANTS Workshop (2004)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map. IEA/AIE (2004)
Guilherme De A. Barreto, Aluizio F. R. Araújo, Helge J. Ritter
Self-Organizing Feature Maps for Modeling and Control of Robotic Manipulators. J. Intell. Robotic Syst. 36 (4) (2003)
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) (2003)
Arthur Plínio de S. Braga, Aluizio F. R. Araújo
A topological reinforcement learning agent for navigation. Neural Comput. Appl. 12 (3-4) (2003)
Guilherme De A. Barreto, Aluizio F. R. Araújo, Stefan C. Kremer
A Taxonomy for Spatiotemporal Connectionist Networks Revisited: The Unsupervised Case. Neural Comput. 15 (6) (2003)
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) (2002)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Temporal associative memory and function approximation with the self-organizing map. NNSP (2002)
Marcos A. C. Lima, Aluizio F. R. Araújo, Amílcar C. César
Dynamic channel assignment in mobile communications based on genetic algorithms. PIMRC (2002)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. ICANN (2002)
Aluizio F. R. Araújo, Guilherme De A. Barreto
Context in temporal sequence processing: a self-organizing approach and its application to robotics. IEEE Trans. Neural Networks 13 (1) (2002)
Aluizio F. R. Araújo, André S. Henriques
A Stochastic Neural Model for Fast Identification of Spatiotemporal Sequences. Neural Process. Lett. 16 (3) (2002)
Guilherme De A. Barreto, Aluizio F. R. Araújo, C. Dücker, Helge J. Ritter
A distributed robotic control system based on a temporal self-organizing neural network. IEEE Trans. Syst. Man Cybern. Part C 32 (4) (2002)
Antonio C. Padoan Jr., Aluizio F. R. Araújo, Guilherme De A. Barreto
Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM. SBRN (2002)
Carlos 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. Adv. Robotics 14 (8) (2001)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Unsupervised Learning and Temporal Context to Recall Complex Robot Trajectories. Int. J. Neural Syst. 11 (1) (2001)
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)
André S. Henriques, Aluizio F. R. Araújo, Silvio Morato
Clustering Exploratory Activity in an Elevated Plus-Maze with Neural Networks. IJCNN (4) (2000)
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) (1999)
Carlos 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) (1999)
Carlos M. O. Valente, A. Schammass, Aluizio F. R. Araújo, Glauco Augusto de Paula Caurin
The role of the RBF training in a neural model for object grasping. IROS (1999)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Unsupervised context-based learning of multiple temporal sequences. IJCNN (1999)
André S. Henriques, Aluizio F. R. Araújo
Context and Scale Influencing Clustering through Unsupervised Neural Networks. SBRN (1998)
Arthur Plínio de S. Braga, Aluizio F. R. Araújo
Goal-Directed Reinforcement Learning Using Variable Learning Rate. SBIA (1998)
Aluizio F. R. Araújo, Arthur P. S. Braga
Reward-penalty reinforcement learning scheme for planning and reactive behaviour. SMC (1998)
Guilherme De A. Barreto, Aluizio F. R. Araújo
Competitive and Temporal Hebbian Learning for Production of Robot Trajectories. SBRN (1998)
Aluizio F. R. Araújo, Hélio D'Arbo Jr.
A partially recurrent neural network to perform trajectory planning, inverse kinematics, and inverse dynamics. SMC (1998)
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. Comput. Soc. 4 (1) (1997)
Aluizio F. R. Araújo, Marcelo Vieira
Temporal multidirectional associative memory: adaptable, continuous, and self-connected MAM. ICNN (1997)
Aluizio F. R. Araújo, Marcelo Vieira
Employing a Multiple Associative Memory Model for Temporal Sequence Reproduction. J. Braz. Comput. Soc. 4 (1) (1997)
Aluizio F. R. Araújo, Georves M. Haga
Two simple strategies to improve bidirectional associative memory's performance: unlearning and delta rule. ICNN (1997)