| 2012 | ICANN | Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems. | Laura Emmanuella A. Santana, Anne M. P. Canuto |
| 2011 | IJCNN | Bio-inspired meta-heuristic as feature selector in ensemble systems: A comparative analysis. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Ligia Silva |
| 2010 | CEC | A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers. | Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto, Fernando Pintro, Karliane O. Vale |
| 2010 | ICANN | Ensemble-Based Methods for Cancellable Biometrics. | Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto |
| 2010 | ICANN | Analyzing Classification Methods in Multi-label Tasks. | Araken M. Santos, Laura Emmanuella A. Santana, Anne M. P. Canuto |
| 2009 | IJCNN | Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach. | Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto |
| 2008 | ICANN | Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2008 | IJCNN | An analysis of data distribution methods in classifier combination systems. | Laura Emmanuella A. Santana, Alberto Signoretti, Anne M. P. Canuto |
| 2007 | IJCNN | A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods. | Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marclio Carlos Pereira de Souto |
| 2006 | HIS | A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr., Andr Mauricio Campos |
| 2006 | IJCNN | Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Mrjory C. C. Abreu |
| 2005 | HIS | A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System. | Mrjory C. C. Abreu, Anne M. P. Canuto, Laura Emmanuella A. Santana |