| 2019 | IJCNN | A Data Stratification Process for Instances Selection in Semi-Supervised Learning. | Karliane M. O. Vale, Anne Magly de Paula Canuto, Flavius L. Gorgnio, Amarildo J. F. de Lucena, Cainan T. Alves, Arthur C. Gorgnio, Araken M. Santos |
| 2014 | IJCNN | Confidence factor and feature selection for semi-supervised multi-label classification methods. | Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos |
| 2014 | IJCNN | Applying the self-training semi-supervised learning in hierarchical multi-label methods. | Araken M. Santos, Anne M. P. Canuto |
| 2012 | IJCNN | Using semi-supervised learning in multi-label classification problems. | Araken M. Santos, Anne M. P. Canuto |
| 2010 | HIS | Evaluating classification methods applied to multi-label tasks in different domains. | Araken M. Santos, Anne Magly de Paula Canuto, Antonino Feitosa Neto |
| 2010 | ICANN | Analyzing Classification Methods in Multi-label Tasks. | Araken M. Santos, Laura Emmanuella A. Santana, Anne M. P. Canuto |
| 2008 | HIS | Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. | Araken M. Santos, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2008 | IJCNN | Investigating the influence of RePART in ensemble systems designed by boosting. | Araken M. Santos, Anne M. P. Canuto |
| 2005 | HIS | Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. | Anne M. P. Canuto, Lucas de Melo Oliveira, Joo Carlos Xavier Jr., Araken M. Santos, Mrjory C. C. Abreu |
| 2005 | IJCNN | A comparative analysis of the performance of hybrid and non-hybrid multi-classifier systems. | Anne M. P. Canuto, Marcilio C. P. de Souto, Araken M. Santos, Valria Maria S. Bezerra, Sussany Mirelli |
| 2004 | ICONIP | Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks. | Anne M. P. Canuto, Araken M. Santos, Mrjory C. C. Abreu, Valria Maria S. Bezerra, Fernanda M. Souza, Manuel F. Gomes Junior |