| 2020 | CLEI | Analytical Workbench: A Framework to Support Predictive Maintenance of Industrial Systems. | Giovanni G. C. Chrysostomo, Marco V. B. A. Vallim, Leandro Augusto da Silva, Arnaldo R. A. Vallim Filho |
| 2019 | IDEAL | A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks. | Alberto Manastarla, Leandro Augusto da Silva |
| 2018 | CLEI | Data Quality Measurement Framework. | Marcos Fereira, Leandro Augusto da Silva |
| 2018 | IJCNN | Prototype Selection Using Self-Organizing-Maps and Entropy for Overlapped Classes and Imbalanced Data. | Marcio Rubbo, Leandro Augusto da Silva |
| 2017 | CLEI | Self-organizing maps to find computational thinking features in a game building workshop. | Alexandra A. de Souza, Thiago S. Barcelos, Roberto Muoz, Ismar Frango Silveira, Nizam Omar, Leandro Augusto da Silva |
| 2017 | IRI | An Architecture for the Internet of Things and the Use of Big Data Techniques in the Analysis of Carbon Monoxide. | Marco Aurlio Borges, Paulo Batista Lopes, Leandro Augusto da Silva, Massaki de O. Igarashi, Gabriel Melo F. Correia |
| 2016 | IJCNN | Data classification combining Self-Organizing Maps and Informative Nearest Neighbor. | Leandro J. Moreira, Leandro Augusto da Silva |
| 2015 | PAAMS | Thresholding the Courtesy Amount of Brazilian Bank Checks Using a Local Methodology. | Rafael Felix, Leandro Augusto da Silva, Leandro Nunes de Castro |
| 2014 | DCAI | A Bee-Inspired Data Clustering Approach to Design RBF Neural Network Classifiers. | Dvila Patrcia Ferreira Cruz, Renato Dourado Maia, Leandro Augusto da Silva, Leandro Nunes de Castro |
| 2013 | IJCNN | Fine-tuning of the SOMkNN classifier. | Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez |
| 2012 | ICANN | SOMM - Self-Organized Manifold Mapping. | Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva |
| 2011 | IJCNN | A SOM combined with KNN for classification task. | Leandro Augusto da Silva, Emilio Del-Moral-Hernandez |
| 2011 | IDEAL | A Comparison of Dimensionality Reduction Methods Using Topology Preservation Indexes. | Claudio J. F. de Medeiros, Jos Alfredo Ferreira Costa, Leandro Augusto da Silva |
| 2011 | IDEAL | A Graph Partitioning Approach to SOM Clustering. | Leandro Augusto da Silva, Jos Alfredo F. Costa |
| 2008 | IJCNN | A self-organizing architecture of recursive elements for continuous learning. | Leandro Augusto da Silva, Humberto Sandmann, Emlio Del Moral Hernandez |
| 2007 | ISDA | Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map. | Leandro Augusto da Silva, Ramon Alfredo Moreno, Srgio Shiguemi Furuie, Emlio Del Moral Hernandez |
| 2004 | IJCNN | A new hybrid neural architecture (MLP+RPE) for hetero association: multi layer perceptron and coupled recursive processing elements neural networks. | Emlio Del Moral Hernandez, Leandro Augusto da Silva |