| 2019 | ISDA | A Proposal Based on Instance Typicality for Dealing with Nominal Attribute Values in Instance-Based Learning Environments. | S. V. Gonalves, Maria C. Nicoletti |
| 2018 | IJCNN | Approaching miRNA Family Classification Through Constructive Neural Networks. | Joo R. Bertini, Viviani Akemi Kasahara, Maria C. Nicoletti |
| 2015 | ISDA | Dealing with temporality when inducing association rules from a retail database. | R. S. Joo, Maria C. Nicoletti, A. M. Monteiro |
| 2014 | SIGCSE | Quantitative correlation between ability to compute and student performance in a primary school. | Osvaldo Luiz De Oliveira, Maria C. Nicoletti, Lus Mariano del Val Cura |
| 2013 | SMC | A Binary Morphology-Based Clustering Algorithm Directed by Genetic Algorithm. | Emerson Carlos Pedrino, Maria C. Nicoletti, Jos Hiroki Saito, Lus Mariano del Val Cura, Valentin Obac Roda |
| 2012 | ISDA | Representation and automatic learning of temporal relations between time periods with uncertain boundaries. | Maria C. Nicoletti, Flvia O. Santos de S Lisboa, Estevam R. Hruschka Jr., Osvaldo Luiz De Oliveira |
| 2012 | ISDA | Fuzz-Onto: A meta-ontology for representing fuzzy elements and supporting fuzzy classification rules. | Cristiane A. Yaguinuma, Marilde Terezinha Prado Santos, Heloisa A. Camargo, Maria C. Nicoletti, Tatiane M. Nogueira |
| 2008 | ICAISC | The PCR Primer Design as a Metaheuristic Search Process. | Luciana Montera, Maria C. Nicoletti |
| 2007 | ISDA | Biomass Based Weed-Crop Competitiveness Classification Using Bayesian Networks. | Glucia M. Bressan, Vilma A. de Oliveira, Estevam R. Hruschka Jr., Maria C. Nicoletti |