| 2023 | ICMLA | Combining Improvements in FQF Distributional Reinforcement Learning Algorithm. | Jlio Csar Mendes de Resende, Edimilson Batista dos Santos, Marcos Antonio de Matos Laia |
| 2016 | ISDA | Bayesian Networks for Identifying Semantic Relations in a Never-Ending Learning System. | Edimilson Batista dos Santos, Massilon Loureno Fernandes, Estevam R. Hruschka Jr., Masa Cristina Duarte |
| 2011 | ISDA | Learning Bayesian Network structures using Multiple Offspring Sampling. | Edimilson Batista dos Santos, Nelson F. F. Ebecken, Estevam R. Hruschka Jr. |
| 2010 | CEC | A Distance-Based Mutation Operator for learning Bayesian Network structures using Evolutionary Algorithms. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken |
| 2010 | ICMLA | Evolutionary Algorithm Using Random Multi-point Crossover Operator for Learning Bayesian Network Structures. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Nelson F. F. Ebecken |
| 2007 | CEC | Conditional independence based learning of bayesian classifiers guided by a variable ordering genetic search. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Maria do Carmo Nicoletti |
| 2007 | HIS | Variable Ordering in the Conditional Independence Bayesian Classifier Induction Process: An Evolutionary Approach. | Estevam R. Hruschka Jr., Edimilson Batista dos Santos, Sebastian D. C. de O. Galvo |
| 2006 | HIS | VOGA: Variable Ordering Genetic Algorithm for Learning Bayesian Classifiers. | Edimilson Batista dos Santos, Estevam R. Hruschka Jr. |