| 2018 | ICCS | Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter? | Luiz H. F. Giovanini, Elisangela F. Manffra, Jlio C. Nievola |
| 2017 | FlAIRS | A Key Risk Indicator for the Game Usage Lifecycle. | Luiz Kummer, Jlio C. Nievola, Emerson Cabrera Paraiso |
| 2017 | ICCS | Sampling and Digital Filtering Effects When Recognizing Postural Control with Statistical Tools and the Decision Tree Classifier. | Luiz Henrique Franco Giovanini, Simone M. Silva, Elisangela F. Manffra, Jlio C. Nievola |
| 2016 | IJCNN | Facial expression recognition using a pairwise feature selection and classification approach. | Marcelo J. Cossetin, Jlio C. Nievola, Alessandro L. Koerich |
| 2015 | FlAIRS | Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis. | Lohann Ferreira, Mariza Dosciatti, Jlio C. Nievola, Emerson Cabrera Paraiso |
| 2012 | BIBE | Predicting GPCR and enzymes function with a global approach based on LCS. | Luiz Melo Romo, Jlio C. Nievola |
| 2012 | ICNC | Hierarchical classification using a Competitive Neural Network. | Helyane Bronoski Borges, Jlio C. Nievola |
| 2012 | IJCNN | Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. | Helyane Bronoski Borges, Jlio C. Nievola |
| 2012 | NOMS | New models for long-term Internet traffic forecasting using artificial neural networks and flow based information. | Marcio L. F. Miguel, Manoel Camillo Penna, Jlio C. Nievola, Marcelo Eduardo Pellenz |
| 2011 | CSCWD | Noctua: A tool for Knowledge Acquisition and Collaborative Knowledge Construction with a virtual catalyst. | G. Boz, Milton Pires Ramos, Gilson Yukio Sato, Jlio C. Nievola, Emerson Cabrera Paraiso |
| 2011 | IDEAL | Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays. | Rodolfo Garcia, Emerson Cabrera Paraiso, Jlio C. Nievola |
| 2011 | SEKE | A Virtual Catalyst in the Knowledge Acquisition Process. | Geraldo Boz Jr., Milton Pires Ramos, Gilson Yukio Sato, Cesar Augusto Tacla, Jlio C. Nievola, Emerson Cabrera Paraiso |
| 2009 | ICMLA | Dimensionality Reduction in Gene Expression Database through the Random Projection Method. | Helyane Bronoski Borges, Jlio C. Nievola |
| 2008 | CIBCB | Pattern recognition for brain-computer interface on disabled subjects using a wavelet transformation. | Thiago Bassani, Jlio C. Nievola |
| 2008 | IJCNN | Comparative of data base evolution in rule association algorithms in incremental and conventional way. | Euclides Peres Farias, Jlio C. Nievola |
| 2007 | ICMLA | Statistical and Biological Validation Methods in Cluster Analysis of Gene Expression. | Daniele Yumi Sunaga, Jlio C. Nievola, Milton Pires Ramos |
| 2007 | ISDA | Feature Selection as a Preprocessing Step for Classification in Gene Expression Data. | Helyane Bronoski Borges, Jlio C. Nievola |
| 2005 | ICMLA | Attribute selection methods comparison for classification of diffuse large B-cell lymphoma. | Jlio C. Nievola, Helyane Bronoski Borges |
| 2003 | EUROGP | Genetic Programming for Attribute Construction in Data Mining. | Fernando E. B. Otero, Monique M. S. Silva, Alex Alves Freitas, Jlio C. Nievola |
| 2002 | GECCO | Constructing X-of-n Attributes With A Genetic Algorithm. | Otavio Larsen, Alex Alves Freitas, Jlio C. Nievola |
| 2002 | GECCO | Constructing X-of-N Attributes with a Genetic Algorithm. | Otavio Larsen, Alex Alves Freitas, Jlio C. Nievola |