| 2020 | Interspeech | Discriminative Singular Spectrum Analysis for Bioacoustic Classification. | Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui |
| 2019 | ICTAI | A Decision-Based Dynamic Ensemble Selection Method for Concept Drift. | Regis Antonio Saraiva Albuquerque, Albert Franca Josua Costa, Eulanda Miranda dos Santos, Robert Sabourin, Rafael Giusti |
| 2018 | IJCNN | A Drift Detection Method Based on Active Learning. | Albert Franca Josua Costa, Regis Antonio Saraiva Albuquerque, Eulanda Miranda dos Santos |
| 2018 | NCA | Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. | Max Willian Soares Lima, Horacio A. B. Fernandes de Oliveira, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato |
| 2017 | ICDAR | Subspace-Based Convolutional Network for Handwritten Character Recognition. | Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui |
| 2017 | ICIP | Discriminative canonical correlation analysis network for image classification. | Bernardo B. Gatto, Eulanda Miranda dos Santos |
| 2017 | MVA | A deep network model based on subspaces: A novel approach for image classification. | Bernardo Bentes Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos |
| 2016 | ICTAI | Kernel Two Dimensional Subspace for Image Set Classification. | Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos |
| 2016 | MDM | A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. | Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura |
| 2015 | IJCNN | Using active learning techniques for improving database schema matching methods. | Diego Rodrigues, Altigran S. da Silva, Rosiane Rodrigues, Eulanda Miranda dos Santos |
| 2015 | IM | Analysis of the evolution of features in classification problems with concept drift: Application to spam detection. | Marcia Henke, Eduardo Souto, Eulanda Miranda dos Santos |
| 2015 | ICTAI | A Dissimilarity-Based Drift Detection Method. | Felipe Azevedo Pinage, Eulanda Miranda dos Santos |
| 2013 | IJCNN | Ensemble of heterogeneous classifiers applied to lithofacies classification using logs from different wells. | Joacir Marques de Oliveira, Eulanda Miranda dos Santos, Jos Reginaldo Hughes Carvalho, Leyne Abuim de Vasconcelos Marques |
| 2012 | IJCNN | Feature subset selection for automatically classifying anuran calls using sensor networks. | Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura |
| 2012 | ISCC | Automatic classification of cross-site scripting in web pages using document-based and URL-based features. | Angelo Eduardo Nunan, Eduardo Souto, Eulanda Miranda dos Santos, Eduardo Feitosa |
| 2011 | CEC | Classifier ensembles optimization guided by population oracle. | Eulanda Miranda dos Santos, Robert Sabourin |
| 2008 | GECCO | Overfitting in the selection of classifier ensembles: a comparative study between PSO and GA. | Eulanda Miranda dos Santos, Luiz S. Oliveira, Robert Sabourin, Patrick Maupin |
| 2008 | GECCO | Pareto analysis for the selection of classifier ensembles. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
| 2007 | FUSION | Ambiguity-guided dynamic selection of ensemble of classifiers. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |
| 2006 | IJCNN | Single and Multi-Objective Genetic Algorithms for the Selection of Ensemble of Classifiers. | Eulanda Miranda dos Santos, Robert Sabourin, Patrick Maupin |