| 2024 | SMC | An Inverse Modeling Constrained Multi-Objective Evolutionary Algorithm Based on Decomposition. | Lucas R. C. Farias, Aluzio F. R. Arajo |
| 2023 | SMC | Non-Dominated Sorting Bidirectional Differential Coevolution. | Cicero S. R. Mendes, Aluzio F. R. Arajo, Lucas R. C. de Farias |
| 2022 | ICANN | Subspace Clustering Multi-module Self-organizing Maps with Two-Stage Learning. | Marcondes R. da Silva, Aluzio F. R. Arajo |
| 2021 | SMC | Voice Commanded System for Navigation of Mobile Robots. | Danilo S. Barbosa, Aluzio F. R. Arajo, Eulogio Gutierrez-Huampo |
| 2021 | SMC | IM-MOEA/D: An Inverse Modeling Multi-Objective Evolutionary Algorithm Based on Decomposition. | Lucas R. C. de Farias, Aluzio F. R. Arajo |
| 2020 | GECCO | Solving constrained combinatorial reverse auctions using MOEAs: a comparative study. | Elaine Guerrero-Pea, Fernanda Nakano Kazama, Paulo de Barros Correia, Aluzio F. R. Arajo |
| 2019 | SMC | Many-Objective Evolutionary Algorithm Based On Decomposition With Random And Adaptive Weights. | Lucas R. C. de Farias, Aluzio F. R. Arajo |
| 2019 | SMC | A New Dynamic Multi-objective Evolutionary Algorithm without Change Detector. | Elaine Guerrero-Pea, Aluzio F. R. Arajo |
| 2018 | CEC | Multi-Objective Evolutionary Algorithm with Gaussian Process Regression. | Elaine Guerrero-Pena, Aluzio F. R. Arajo |
| 2018 | GECCO | MOEA/D with uniformly randomly adaptive weights. | Lucas R. C. de Farias, Pedro H. M. Braga, Hansenclever de F. Bassani, Aluzio F. R. Arajo |
| 2017 | CEC | A Gaussian Mixture Model based local search for Differential Evolution Algorithm. | Elaine Guerrero-Pena, Aluzio F. R. Arajo |
| 2017 | IJCNN | Online incremental supervised growing neural gas. | Felipe Duque Belfort, Hansenclever de F. Bassani, Aluzio F. R. Arajo |
| 2016 | CEC | Searching a probabilistic model for differential evolution population. | P. Elaine Guerrero, Wagner J. F. Silva, Aluzio F. R. Arajo |
| 2016 | IJCNN | Local adaptive receptive field dimension selective self-organizing map for multi-view clustering. | Victor Oliveira Antonino, Aluzio F. R. Arajo |
| 2013 | IJCNN | Learning vector quantization with local adaptive weighting for relevance determination in Genome-Wide association studies. | Flavia R. B. Arajo, Hansenclever de F. Bassani, Aluzio F. R. Arajo |
| 2012 | IJCNN | Dimension Selective Self-Organizing Maps for clustering high dimensional data. | Hansenclever de F. Bassani, Aluzio F. R. Arajo |
| 2011 | CEC | Generalized immigration schemes for dynamic evolutionary multiobjective optimization. | Carlos R. B. Azevedo, Aluzio F. R. Arajo |
| 2011 | CEC | Correlation between diversity and hypervolume in evolutionary multiobjective optimization. | Carlos R. B. Azevedo, Aluzio F. R. Arajo |
| 2011 | GECCO | Adaptive evolutionary algorithm based on population dynamics for dynamic environments. | Maury M. Gouvea Jr., Aluzio F. R. Arajo |
| 2011 | SMC | A memetic algorithm with one-step local search to guide diversity increase in Dynamic Multiobjective problems. | Ccero Garrozi, Aluzio F. R. Arajo |
| 2011 | SMC | Reconstructing anatomical structures with growing self-reconstruction maps. | Renata L. M. E. do Rego, Paulo H. M. Ferreira, Aluzio F. R. Arajo |
| 2010 | ICANN | A Novel Topological Map of Place Cells for Autonomous Robots. | Vilson L. DalleMole, Aluzio F. R. Arajo |
| 2010 | ICANN | A Self-Organizing Map for Controlling Artificial Locomotion. | Orivaldo V. Santana, Aluzio F. R. Arajo |
| 2009 | GECCO | Improving NSGA-II with an adaptive mutation operator. | Arthur Gonalves Carvalho, Aluzio F. R. Arajo |
| 2009 | ICANN | Surface Reconstruction Method Based on a Growing Self-Organizing Map. | Renata L. M. E. do Rego, Hansenclever de F. Bassani, Daniel Filgueiras, Aluzio F. R. Arajo |
| 2009 | IJCNN | A stochastic neural model for fast classification of binary images. | Glauber M. Pires, Aluzio F. R. Arajo |
| 2008 | CEC | Study of different approach to clustering data by using the Particle Swarm Optimization Algorithm. | Ahmed Ali Abdalla Esmin, Dilson Lucas Pereira, Aluzio F. R. Arajo |
| 2008 | CEC | Diversity control based on population heterozygosity dynamics. | Maury M. Gouvea Jr., Aluzio F. R. Arajo |
| 2008 | CEC | Population dynamics model for gene frequency prediction in evolutionary algorithms. | Maury M. Gouvea Jr., Aluzio F. R. Arajo |
| 2008 | GECCO | Modeling ant colony foraging in dynamic and confined environment. | Elton Bernardo Bandeira de Melo, Aluzio F. R. Arajo |
| 2008 | IJCNN | The growing Self-organizing surface Map. | Vilson L. DalleMole, Aluzio F. R. Arajo |
| 2007 | CEC | Diversity-based model reference for genetic algorithms in dynamic environment. | Maury M. Gouvea Jr., Aluzio F. R. Arajo |
| 2007 | IJCNN | Growing Self-Organizing Maps for Surface Reconstruction from Unstructured Point Clouds. | Renata L. M. E. do Rego, Aluzio F. R. Arajo, Fernando Buarque de Lima Neto |
| 2007 | IROS | A self-organizing state trajectory planner applied to an anthropomorphic robot hand. | Ruben Carlo Benante, Leonardo Marquez Pedro, Leandro Cuenca Massaro, Valdinei Lus Belini, Aluzio F. R. Arajo, Glauco Augusto de Paula Caurin |
| 2007 | SMC | Self-organizing maps to generate state trajectories of manipulators. | Ruben Carlo Benante, Aluzio F. R. Arajo |
| 2006 | AINA | Multicast Routing Using Genetic Algorithm Seen as a Permutation Problem. | Aluzio F. R. Arajo, Ccero Garrozi, Andre R. G. A. Leitao, Maury M. Gouvea Jr. |
| 2006 | CEC | Multiobjective Genetic Algorithm for Multicast Routing. | Ccero Garrozi, Aluzio F. R. Arajo |
| 2006 | IJCNN | Controlling Chaos in Chaotic Bidirectional Associative Memories. | Luciana P. P. Bueno, Aluzio F. R. Arajo |
| 2006 | IJCNN | Hybrid model with dynamic architecture for forecasting time series. | Gecynalda Soares da Silva Gomes, Andr Luis Santiago Maia, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho, Aluzio F. R. Arajo |
| 2005 | IJCNN | Ability to skip steps emerging from chaotic dynamics. | Luciana P. P. Bueno, Aluzio F. R. Arajo |
| 2004 | IJCNN | MLP networks for classification and prediction with rule extraction mechanism. | Paulemir G. Campos, Eleonora Ma. Jesus Oliveira, Teresa Bernarda Ludermir, Aluzio F. R. Arajo |
| 2004 | SMC | Incremental topological reinforcement learning agent in non-structured environments. | Arthur Plnio de S. Braga, Aluzio F. R. Arajo, Jeremy L. Wyatt |
| 2002 | ICANN | Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. | Guilherme de A. Barreto, Aluzio F. R. Arajo |
| 2002 | PIMRC | Dynamic channel assignment in mobile communications based on genetic algorithms. | Marcos A. C. Lima, Aluzio F. R. Arajo, Amlcar C. Csar |
| 2000 | IJCNN | Storage and Recall of Complex Temporal Sequences through a Contextually Guided Self-Organizing Neural Network. | Guilherme de A. Barreto, Aluzio F. R. Arajo |
| 2000 | IJCNN | Clustering Exploratory Activity in an Elevated Plus-Maze with Neural Networks. | Andr S. Henriques, Aluzio F. R. Arajo, Silvio Morato |
| 1999 | IJCNN | Unsupervised context-based learning of multiple temporal sequences. | Guilherme de A. Barreto, Aluzio F. R. Arajo |
| 1999 | IROS | The role of the RBF training in a neural model for object grasping. | Carlos M. O. Valente, A. Schammass, Aluzio F. R. Arajo, Glauco Augusto de Paula Caurin |
| 1998 | SMC | Reward-penalty reinforcement learning scheme for planning and reactive behaviour. | Aluzio F. R. Arajo, Arthur P. S. Braga |
| 1998 | SMC | A partially recurrent neural network to perform trajectory planning, inverse kinematics, and inverse dynamics. | Aluzio F. R. Arajo, Hlio D'Arbo Jr. |