Aluízio F. R. Araújo

According to our database, Aluízio F. R. Araújo authored at least 110 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Self-organizing speech recognition that processes acoustic and articulatory features.

Hesdras O. Viana, Aluízio F. R. Araújo, Danilo S. Barbosa

Multim. Tools Appl., April, 2024

2023

Non-Dominated Sorting Bidirectional Differential Coevolution.

Cicero S. R. Mendes, Aluízio F. R. Araújo, Lucas R. C. de Farias

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Visual Place Recognition Under a High-Dimensional Subspace Clustering Perspective.

Adriel F. L. A. Da Silva, Marcondes Ricarte da Silva Júnior, Aluízio F. R. Araújo, Adrien Durand Petiteville

Proceedings of the Latin American Robotics Symposium, 2023

2022

A decomposition-based many-objective evolutionary algorithm updating weights when required.

Lucas R. C. de Farias, Aluízio F. R. Araújo

Swarm Evol. Comput., 2022

Subspace Clustering Multi-module Self-organizing Maps with Two-Stage Learning.

Marcondes R. da Silva, Aluízio F. R. Araújo

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Spatio-temporal Data Association for Object-augmented Mapping.

Felipe D. B. de Oliveira, Marcondes R. da Silva, Aluízio F. R. Araújo

J. Intell. Robotic Syst., 2021

Toy user interface design - Tools for Child-Computer Interaction.

Anna Priscilla de Albuquerque, Judith Kelner, Patrick C. K. Hung, Bruno de Souza Jeronimo, Railton Silva Rocha Junior, Aluízio Fausto Ribeiro Araújo

Int. J. Child Comput. Interact., 2021

Constraint-guided evolutionary algorithm for solving the winner determination problem.

Fernanda Nakano Kazama, Aluízio Fausto Ribeiro Araújo, Paulo de Barros Correia, Elaine Guerrero-Peña

J. Heuristics, 2021

Dynamic multi-objective evolutionary algorithm with objective space prediction strategy.

Elaine Guerrero-Peña, Aluízio F. R. Araújo

Appl. Soft Comput., 2021

IM-MOEA/D: An Inverse Modeling Multi-Objective Evolutionary Algorithm Based on Decomposition.

Lucas R. C. de Farias, Aluízio F. R. Araújo

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Voice Commanded System for Navigation of Mobile Robots.

Danilo S. Barbosa, Aluízio F. R. Araújo, Eulogio Gutierrez-Huampo

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Growing Self-Organizing Maps for Nonlinear Time-Varying Function Approximation.

Paulo H. M. Ferreira, Aluízio F. R. Araújo

Neural Process. Lett., 2020

Self-organizing subspace clustering for high-dimensional and multi-view data.

Aluízio F. R. Araújo, Victor Oliveira Antonino, Karina L. Ponce-Guevara

Neural Networks, 2020

Solving constrained combinatorial reverse auctions using MOEAs: a comparative study.

Elaine Guerrero-Peña, Fernanda Nakano Kazama, Paulo de Barros Correia, Aluízio F. R. Araújo

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A neural network architecture for learning word-referent associations in multiple contexts.

Hansenclever F. Bassani, Aluízio F. R. Araújo

Neural Networks, 2019

Multi-objective evolutionary algorithm with prediction in the objective space.

Elaine Guerrero-Pena, Aluízio Fausto Ribeiro Araújo

Inf. Sci., 2019

Control strategies for Hopf bifurcation in a chaotic associative memory.

André K. O. Tiba, Aluízio F. R. Araújo

Neurocomputing, 2019

Dynamic topology and relevance learning SOM-based algorithm for image clustering tasks.

Heitor R. Medeiros, Felipe D. B. de Oliveira, Hansenclever de F. Bassani, Aluízio F. R. Araújo

Comput. Vis. Image Underst., 2019

A New Dynamic Multi-objective Evolutionary Algorithm without Change Detector.

Elaine Guerrero-Peña, Aluízio F. R. Araújo

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Many-Objective Evolutionary Algorithm Based On Decomposition With Random And Adaptive Weights.

Lucas R. C. de Farias, Aluízio F. R. Araújo

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018

MOEA/D with uniformly randomly adaptive weights.

Lucas R. C. de Farias, Pedro H. M. Braga, Hansenclever de F. Bassani, Aluízio F. R. Araújo

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Multi-Objective Evolutionary Algorithm with Gaussian Process Regression.

Elaine Guerrero-Pena, Aluízio F. R. Araújo

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Online incremental supervised growing neural gas.

Felipe Duque Belfort, Hansenclever de F. Bassani, Aluízio F. R. Araújo

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Gaussian Mixture Model based local search for Differential Evolution Algorithm.

Elaine Guerrero-Pena, Aluízio F. R. Araújo

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Modular Self-Organizing Control for Linear and Nonlinear Systems.

Paulo Henrique Muniz Ferreira, Aluízio Fausto Ribeiro Araújo

Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

Local adaptive receptive field dimension selective self-organizing map for multi-view clustering.

Victor Oliveira Antonino, Aluízio F. R. Araújo

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Adaptive speech model for missing-feature reconstruction.

Hesdras O. Viana, Aluízio F. R. Araújo

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Searching a probabilistic model for differential evolution population.

P. Elaine Guerrero, Wagner J. F. Silva, Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Dimension Selective Self-Organizing Maps With Time-Varying Structure for Subspace and Projected Clustering.

Hansenclever de F. Bassani, Aluízio F. R. Araújo

IEEE Trans. Neural Networks Learn. Syst., 2015

Self-Organizing Map With Time-Varying Structure to Plan and Control Artificial Locomotion.

Aluízio F. R. Araújo, Orivaldo V. Santana

IEEE Trans. Neural Networks Learn. Syst., 2015

Hopf Bifurcation in a Chaotic Associative Memory.

André K. O. Tiba, Aluízio F. R. Araújo, Marcos N. Rabelo

Neurocomputing, 2015

Evolutionary Algorithm with Diversity-Reference Adaptive Control in Dynamic Environments.

Maury Meirelles Gouvêa Jr., Aluízio F. R. Araújo

Int. J. Artif. Intell. Tools, 2015

Differential Evolution-Based Parameter Tuning in Model-Free Adaptive Control.

Judas Tadeu Gomes de Sousa, Juracy Emanuel M. da Franca, Aluízio Fausto Ribeiro Araújo

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Fast Coverage of N-Dimensional State Space Self-Organizing Map.

Daniel de Filgueiras Gomes, Aluízio Fausto Ribeiro Araújo

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Self-organizing maps with a time-varying structure.

Aluízio F. R. Araújo, Renata L. M. E. do Rego

ACM Comput. Surv., 2013

Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies.

Flavia R. B. Araújo, Hansenclever de F. Bassani, Aluízio F. R. Araújo

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Modeling the Slow Wave Shapes of Spreading Depression in a Rat Cortex: A Methodology for Seeking Physiological Parameters.

Hansenclever de F. Bassani, Aluízio F. R. Araújo, C. T. F. Barbosa, R. C. A. Guedes

IEEE Trans. Biomed. Eng., 2012

A population dynamics model to describe gene frequencies in evolutionary algorithms.

Maury Meirelles Gouvêa Jr., Aluízio F. R. Araújo

Appl. Soft Comput., 2012

Recurrent Self-Organizing Maps for Recognition of Grasp Sequence of Movements.

Paulo Henrique Muniz Ferreira, Aluízio Fausto Ribeiro Araújo

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Dimension Selective Self-Organizing Maps for clustering high dimensional data.

Hansenclever de F. Bassani, Aluízio F. R. Araújo

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Modelling foraging ants in a dynamic and confined environment.

Elton Bernardo Bandeira de Melo, Aluízio Fausto Ribeiro Araújo

Biosyst., 2011

Reconstructing anatomical structures with growing self-reconstruction maps.

Renata L. M. E. do Rego, Paulo H. M. Ferreira, Aluízio F. R. Araújo

Proceedings of the IEEE International Conference on Systems, 2011

A memetic algorithm with one-step local search to guide diversity increase in Dynamic Multiobjective problems.

Cícero Garrozi, Aluízio F. R. Araújo

Proceedings of the IEEE International Conference on Systems, 2011

Adaptive evolutionary algorithm based on population dynamics for dynamic environments.

Maury M. Gouvea Jr., Aluízio F. R. Araújo

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Correlation between diversity and hypervolume in evolutionary multiobjective optimization.

Carlos R. B. Azevedo, Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Generalized immigration schemes for dynamic evolutionary multiobjective optimization.

Carlos R. B. Azevedo, Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Growing self-reconstruction maps.

Renata Lúcia Mendonça Ernesto do Rego, Aluízio Fausto Ribeiro Araújo, Fernando Buarque de Lima Neto

IEEE Trans. Neural Networks, 2010

Growing Self-Organizing Surface Map: Learning a Surface Topology from a Point Cloud.

Vilson L. DalleMole, Aluízio Fausto Ribeiro Araújo

Neural Comput., 2010

MulRoGA: A Multicast Routing Genetic Algorithm approach considering multiple objectives.

Aluízio Fausto Ribeiro Araújo, Cícero Garrozi

Appl. Intell., 2010

A surface reconstruction method based on self-organizing maps and intrinsic Delaunay triangulation.

Renata Lúcia Mendonça Ernesto do Rego, Aluízio Fausto Ribeiro Araújo

Proceedings of the International Joint Conference on Neural Networks, 2010

Occurrence of false memories: A neural module considering context for memorization of words lists.

Aluízio Fausto Ribeiro Araújo, Hansenclever de F. Bassani, Renato Ferrari Pacheco

Proceedings of the International Joint Conference on Neural Networks, 2010

A Self-Organizing Map for Controlling Artificial Locomotion.

Orivaldo V. Santana, Aluízio F. R. Araújo

Proceedings of the Artificial Neural Networks, 2010

A Novel Topological Map of Place Cells for Autonomous Robots.

Vilson L. DalleMole, Aluízio F. R. Araújo

Proceedings of the Artificial Neural Networks, 2010

2009

Local adaptive receptive field self-organizing map for image color segmentation.

Aluízio F. R. Araújo, Diogo C. Costa

Image Vis. Comput., 2009

A stochastic neural model for fast classification of binary images.

Glauber M. Pires, Aluízio F. R. Araújo

Proceedings of the International Joint Conference on Neural Networks, 2009

Surface Reconstruction Method Based on a Growing Self-Organizing Map.

Renata L. M. E. do Rego, Hansenclever de F. Bassani, Daniel Filgueiras, Aluízio F. R. Araújo

Proceedings of the Artificial Neural Networks, 2009

Improving NSGA-II with an adaptive mutation operator.

Arthur Gonçalves Carvalho, Aluízio F. R. Araújo

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

The Growing Self-Organizing Surface Map: Improvements.

Vilson L. DalleMole, Aluízio F. R. Araújo

Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

The growing Self-organizing surface Map.

Vilson L. DalleMole, Aluízio F. R. Araújo

Proceedings of the International Joint Conference on Neural Networks, 2008

Modeling ant colony foraging in dynamic and confined environment.

Elton Bernardo Bandeira de Melo, Aluízio F. R. Araújo

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Population dynamics model for gene frequency prediction in evolutionary algorithms.

Maury M. Gouvea Jr., Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Diversity control based on population heterozygosity dynamics.

Maury M. Gouvea Jr., Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Study of different approach to clustering data by using the Particle Swarm Optimization Algorithm.

Ahmed Ali Abdalla Esmin, Dilson Lucas Pereira, Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Adaptive Genetic Algorithms for Dynamic Channel Assignment in Mobile Cellular Communication Systems.

Marcos A. C. Lima, Aluízio F. R. Araújo, Amílcar C. César

IEEE Trans. Veh. Technol., 2007

Dynamic behaviors in chaotic bidirectional associative memory.

Aluízio F. R. Araújo, Luciana P. P. Bueno, Marcília A. Campos

J. Intell. Fuzzy Syst., 2007

Self-organizing maps to generate state trajectories of manipulators.

Ruben Carlo Benante, Aluízio F. R. Araújo

Proceedings of the IEEE International Conference on Systems, 2007

A self-organizing state trajectory planner applied to an anthropomorphic robot hand.

Ruben Carlo Benante, Leonardo Marquez Pedro, Leandro Cuenca Massaro, Valdinei Luís Belini, Aluízio F. R. Araújo, Glauco Augusto de Paula Caurin

Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds.

Renata L. M. E. do Rego, Aluízio F. R. Araújo, Fernando Buarque de Lima Neto

Proceedings of the International Joint Conference on Neural Networks, 2007

Diversity-based model reference for genetic algorithms in dynamic environment.

Maury M. Gouvea Jr., Aluízio F. R. Araújo

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Influence zones: A strategy to enhance reinforcement learning.

Arthur Plínio de S. Braga, Aluízio F. R. Araújo

Neurocomputing, 2006

The Brazilian Symposium on Neural Networks (SBRN'04).

Aluízio F. R. Araújo, André Carlos Ponce de Leon Ferreira de Carvalho

Neurocomputing, 2006

Evolutionary Algorithm for 3D Object Reconstruction from Images.

Renata L. M. E. do Rego, Hansenclever de F. Bassani, Aluízio F. R. Araújo, Fernando Buarque de Lima Neto

Proceedings of the SBRN 2006, 2006

Hybrid model with dynamic architecture for forecasting time series.

Gecynalda Soares da Silva Gomes, André Luis Santiago Maia, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho, Aluízio F. R. Araújo

Proceedings of the International Joint Conference on Neural Networks, 2006

Controlling Chaos in Chaotic Bidirectional Associative Memories.

Luciana P. P. Bueno, Aluízio F. R. Araújo

Proceedings of the International Joint Conference on Neural Networks, 2006

Multiobjective Genetic Algorithm for Multicast Routing.

Cícero Garrozi, Aluízio F. R. Araújo

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Multicast Routing Using Genetic Algorithm Seen as a Permutation Problem.

Aluízio F. R. Araújo, Cícero Garrozi, Andre R. G. A. Leitao, Maury M. Gouvea Jr.

Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2004

Identification and control of dynamical systems using the self-organizing map.

Guilherme De A. Barreto, Aluízio F. R. Araújo

IEEE Trans. Neural Networks, 2004

Incremental topological reinforcement learning agent in non-structured environments.

Arthur Plínio de S. Braga, Aluízio F. R. Araújo, Jeremy L. Wyatt

Proceedings of the IEEE International Conference on Systems, 2004

Predictive Modeling and Planning of Robot Trajectories Using the Self-Organizing Map.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Modeling Ant Behavior Under a Variable Environment.

Karla Vittori, Jacques Gautrais, Aluízio F. R. Araújo, Vincent Fourcassié, Guy Theraulaz

Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003

A Taxonomy for Spatiotemporal Connectionist Networks Revisited: The Unsupervised Case.

Guilherme De A. Barreto, Aluízio F. R. Araújo, Stefan C. Kremer

Neural Comput., 2003

A topological reinforcement learning agent for navigation.

Arthur Plínio de S. Braga, Aluízio F. R. Araújo

Neural Comput. Appl., 2003

Self-Organizing Feature Maps for Modeling and Control of Robotic Manipulators.

Guilherme De A. Barreto, Aluízio F. R. Araújo, Helge J. Ritter

J. Intell. Robotic Syst., 2003

Modeling and Production of Robot Trajectories Using the Temporal Parametrized Self Organizing Maps.

Antonio C. Padoan Jr., Guilherme De A. Barreto, Aluízio F. R. Araújo

Int. J. Neural Syst., 2003

2002

A distributed robotic control system based on a temporal self-organizing neural network.

Guilherme De A. Barreto, Aluízio F. R. Araújo, C. Dücker, Helge J. Ritter

IEEE Trans. Syst. Man Cybern. Part C, 2002

Context in temporal sequence processing: a self-organizing approach and its application to robotics.

Aluízio F. R. Araújo, Guilherme De A. Barreto

IEEE Trans. Neural Networks, 2002

A Stochastic Neural Model for Fast Identification of Spatiotemporal Sequences.

Aluízio F. R. Araújo, André S. Henriques

Neural Process. Lett., 2002

A Self-Organizing Context-Based Approach to the Tracking of Multiple Robot Trajectories.

Aluízio F. R. Araújo, Guilherme De A. Barreto

Appl. Intell., 2002

Dynamic Modeling of Robotic Trajectories Using the Parametrized SOM.

Antonio C. Padoan Jr., Aluízio F. R. Araújo, Guilherme De A. Barreto

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Dynamic channel assignment in mobile communications based on genetic algorithms.

Marcos A. C. Lima, Aluízio F. R. Araújo, Amílcar C. César

Proceedings of the 13th IEEE International Symposium on Personal, 2002

Temporal associative memory and function approximation with the self-organizing map.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the Artificial Neural Networks, 2002

2001

Unsupervised Learning and Temporal Context to Recall Complex Robot Trajectories.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Int. J. Neural Syst., 2001

The influence of the radial basis function training strategy on the performance of a neural gripper.

Carlos M. O. Valente, A. Schammass, Aluízio F. R. Araújo, Glauco Augusto de Paula Caurin

Adv. Robotics, 2001

2000

Clustering Exploratory Activity in an Elevated Plus-Maze with Neural Networks.

André S. Henriques, Aluízio F. R. Araújo, Silvio Morato

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Storage and Recall of Complex Temporal Sequences through a Contextually Guided Self-Organizing Neural Network.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Unsupervised Learning and Recall of Temporal Sequences: An Application to Robotics.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Int. J. Neural Syst., 1999

A Neural Gripper for Arbitrary Object Grasping.

Carlos M. O. Valente, Aluízio F. R. Araújo, Glauco Augusto de Paula Caurin, A. Schammass

Connect. Sci., 1999

The role of the RBF training in a neural model for object grasping.

Carlos M. O. Valente, A. Schammass, Aluízio F. R. Araújo, Glauco Augusto de Paula Caurin

Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

Unsupervised context-based learning of multiple temporal sequences.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the International Joint Conference Neural Networks, 1999

1998

A partially recurrent neural network to perform trajectory planning, inverse kinematics, and inverse dynamics.

Aluízio F. R. Araújo, Hélio D'Arbo Jr.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Reward-penalty reinforcement learning scheme for planning and reactive behaviour.

Aluízio F. R. Araújo, Arthur P. S. Braga

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Context and Scale Influencing Clustering through Unsupervised Neural Networks.

André S. Henriques, Aluízio F. R. Araújo

Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998

Competitive and Temporal Hebbian Learning for Production of Robot Trajectories.

Guilherme De A. Barreto, Aluízio F. R. Araújo

Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998

Goal-Directed Reinforcement Learning Using Variable Learning Rate.

Arthur Plínio de S. Braga, Aluízio F. R. Araújo

Proceedings of the Advances in Artificial Intelligence, 1998

1997

Employing a Multiple Associative Memory Model for Temporal Sequence Reproduction.

Aluízio F. R. Araújo, Marcelo Vieira

J. Braz. Comput. Soc., 1997

The Role Played by Intralayer and Interlayer Feedback Connections in Recurrent Neural Networks used for Planning.

Aluízio F. R. Araújo, Hélio D'Arbo Jr.

J. Braz. Comput. Soc., 1997

Temporal multidirectional associative memory: adaptable, continuous, and self-connected MAM.

Aluízio F. R. Araújo, Marcelo Vieira

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Two simple strategies to improve bidirectional associative memory's performance: unlearning and delta rule.

Aluízio F. R. Araújo, Georves M. Haga

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1994

Memory, emotions and neural networks : associative learning and memory recall influenced by affective evaluation and task difficulty.

Aluízio Fausto Ribeiro Araújo

PhD thesis, 1994