| Predicting the disease outcome in COVID-19 positive patients through Machine Learning: a retrospective cohort study with Brazilian data FSH De Souza, NS Hojo-Souza, EB Dos Santos, CM Da Silva, ... Frontiers in Artificial Intelligence 4, 579931, 2021 | 76 | 2021 |
| Feature-weighted k-nearest neighbor classifier DP Vivencio, ER Hruschka, M do Carmo Nicoletti, EB dos Santos, ... 2007 IEEE Symposium on Foundations of Computational Intelligence, 481-486, 2007 | 49 | 2007 |
| Bayesian classifiers applied to the Tennessee Eastman process EB Dos Santos, NFF Ebecken, ER Hruschka Jr, A Elkamel, ... Risk Analysis 34 (3), 485-497, 2014 | 17 | 2014 |
| Bayesian network classifiers: Beyond classification accuracy EB dos Santos, ER Hruschka Jr, ER Hruschka, NFF Ebecken Intelligent Data Analysis 15 (3), 279-298, 2011 | 16 | 2011 |
| Evolutionary algorithm using random multi-point crossover operator for learning Bayesian network structures EB dos Santos, ER Hruschka Jr, NFF Ebecken 2010 Ninth International Conference on Machine Learning and Applications …, 2010 | 14 | 2010 |
| VOGA: Variable ordering genetic algorithm for learning Bayesian classifiers EB Dos Santos, ERH Junior 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06 …, 2006 | 11 | 2006 |
| A distance-based mutation operator for learning bayesian network structures using evolutionary algorithms EB dos Santos, ER Hruschka, ER Hruschka, NFF Ebecken IEEE Congress on Evolutionary Computation, 1-8, 2010 | 9 | 2010 |
| Conditional independence based learning of Bayesian classifiers guided by a variable ordering genetic search EB dos Santos, ER Hruschka, M do Carmo Nicoletti 2007 IEEE Congress on Evolutionary Computation, 1444-1449, 2007 | 8 | 2007 |
| Bayesian networks for obstacle classification in agricultural environments EB dos Santos, CCT Mendes, FS Osório, DF Wolf 16th International IEEE Conference on Intelligent Transportation Systems …, 2013 | 6 | 2013 |
| A ordenação das variáveis no processo de otimização de classificadores bayesianos: Uma abordagem evolutiva EB Santos Universidade Federal de São Carlos, 2007 | 4 | 2007 |
| Bayesian Networks for Identifying Semantic Relations in a Never-Ending Learning System EB dos Santos, ML Fernandes, ER Hruschka, MC Duarte Intelligent Systems Design and Applications: 16th International Conference …, 2017 | 3 | 2017 |
| Learning Bayesian network structures using multiple offspring sampling EB dos Santos, NFF Ebecken, ER Hruschka 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 3 | 2011 |
| Creates-convolutional neural network applied to identification of musical elements in omr JA Barbosa, EB dos Santos Anais do XVIII Simposio Brasileiro de Computacao Musical, 221-224, 2021 | 2 | 2021 |
| Variable ordering in the conditional independence Bayesian classifier induction process: An evolutionary approach R Estevam Jr, EB dos Santos, DCO Sebastian 7th International Conference on Hybrid Intelligent Systems (HIS 2007), 204-209, 2007 | 2 | 2007 |
| PREDIÇÃO DA EVASÃO ESCOLAR NOS CURSOS SUPERIORES DO IFMG–CAMPUS BAMBUÍ COM O APOIO DE TÉCNICAS DE APRENDIZADO DE MÁQUINA EC Melo, FSH de Souza, EB dos Santos Revista Eletrônica de Sistemas de Informação e Gestão Tecnológica 12 (1), 2022 | 1 | 2022 |
| Bayesian networks for inference and discovery of semantic relations in a never-ending learning system EB dos Santos, IHP Rodrigues, ER Hruschka, LR Bruno 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), 687-692, 2019 | 1 | 2019 |
| The influences of canonical evolutionary algorithm operators and variable orderings in learning Bayesian classifiers from data EB dos Santos, ER Hruschka Jr, M do Carmo Nicoletti, NFF Ebecken International Journal of Hybrid Intelligent Systems 11 (3), 183-195, 2014 | 1 | 2014 |
| A distance-based mutation operator for learning bayesian network structures using evolutionary algorithms EB Santos, ER Hruschka Junior, ER Hruschka, NFF Ebecken Proceedings, 2010 | 1 | 2010 |
| Combining Improvements in FQF Distributional Reinforcement Learning Algorithm JCM De Resende, EB Dos Santos, MADM Laia 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
| A Methodology to Evaluate the Security of Block Ciphers Against Neurocryptanalytic Attacks LJC Andrade, EB dos Santos, CF Barros International Conference on Intelligent Systems Design and Applications, 117-127, 2023 | | 2023 |
