| 2026 | AAAI | New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract). | Niklas Melton, Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2020 | IJCNN | TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. | Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2019 | GECCO | Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. | Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II |
| 2018 | IJCNN | A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. | Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2016 | IJCNN | An information theoretic ART for robust unsupervised learning. | Leonardo Enzo Brito da Silva, Donald C. Wunsch II |
| 2015 | IJCNN | Multi-prototype local density-based hierarchical clustering. | Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2014 | CIDM | A density-based clustering of the Self-Organizing Map using graph cut. | Leonardo Enzo Brito da Silva, Jos Alfredo Ferreira Costa |
| 2014 | IJCNN | Clustering of the self-organizing map using particle swarm optimization and validity indices. | Leonardo Enzo Brito da Silva, Jos Alfredo Ferreira Costa |
| 2013 | IJCNN | Clustering the self-organizing map through the identification of core neuron regions. | Leonardo Enzo Brito da Silva, Jos Alfredo Ferreira Costa |
| 2013 | IDEAL | Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map. | Leonardo Enzo Brito da Silva, Jos Alfredo Ferreira Costa |