| 2021 | SMC | Identification of Microorganism Colony Odor Signature using InceptionTime. | Paulo M. Vasconcelos, David L. Macdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira |
| 2012 | IJCNN | Odor recognition systems for natural gas odorization monitoring. | Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo |
| 2010 | IJCNN | Topology optimization for artificial neural networks using differential evolution. | Nicole L. Mineu, Teresa Bernarda Ludermir, Leandro M. Almeida |
| 2009 | ICANN | A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means. | Jefferson R. Souza, Teresa Bernarda Ludermir, Leandro M. Almeida |
| 2009 | IJCNN | Neural networks with asymmetric activation function for function approximation. | Gecynalda Soares da Silva Gomes, Teresa Bernarda Ludermir, Leandro M. Almeida |
| 2008 | HAIS | An Evolutionary Approach for Tuning Artificial Neural Network Parameters. | Leandro M. Almeida, Teresa Bernarda Ludermir |
| 2008 | HIS | Tuning Artificial Neural Networks Parameters Using an Evolutionary Algorithm. | Leandro M. Almeida, Teresa Bernarda Ludermir |
| 2008 | IJCNN | An improved method for automatically searching near-optimal artificial Neural Networks. | Leandro M. Almeida, Teresa Bernarda Ludermir |
| 2007 | ESANN | Automatically searching near-optimal artificial neural networks. | Leandro M. Almeida, Teresa Bernarda Ludermir |
| 2006 | HIS | A Hybrid Method for Searching Near-Optimal Artificial Neural Networks. | Leandro M. Almeida, Teresa Bernarda Ludermir |