| 2026 | IDA | Grasynda: Graph-Based Synthetic Time Series Generation. | Luis Amorim, Moiss Santos, Paulo J. Azevedo, Carlos Soares, Vtor Cerqueira |
| 2025 | DIS | Meta Subspace Analysis: Understanding Model (Mis)behavior in the Metafeature Space. | Carlos Soares, Paulo J. Azevedo, Vtor Cerqueira, Lus Torgo |
| 2020 | IDEAL | Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces. | Alberto Oliveira, Ricardo Freitas, Alpio Jorge, Vtor Amorim, Nuno Moniz, Ana C. R. Paiva, Paulo J. Azevedo |
| 2014 | IDEAS | Classifying heart sounds using SAX motifs, random forests and text mining techniques. | Elsa Ferreira Gomes, Alpio Mrio Jorge, Paulo J. Azevedo |
| 2013 | DIS | Multi-interval Discretization of Continuous Attributes for Label Ranking. | Cludio Rebelo de S, Carlos Soares, Arno J. Knobbe, Paulo J. Azevedo, Alpio Mrio Jorge |
| 2012 | IDA | Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules. | Alpio Mrio Jorge, Joo Mendes-Moreira, Jorge Freire de Sousa, Carlos Soares, Paulo J. Azevedo |
| 2011 | PAKDD | Mining Association Rules for Label Ranking. | Cludio Rebelo de S, Carlos Soares, Alpio Mrio Jorge, Paulo J. Azevedo, Joaquim Pinto da Costa |
| 2011 | SDM | Time Series Motifs Statistical Significance. | Nuno Filipe Castro, Paulo J. Azevedo |
| 2010 | SDM | Multiresolution Motif Discovery in Time Series. | Nuno Filipe Castro, Paulo J. Azevedo |
| 2007 | CIBCB | A Closer Look on Protein Unfolding Simulations through Hierarchical Clustering. | Pedro Gabriel Ferreira, Cndida G. Silva, Rui M. M. Brito, Paulo J. Azevedo |
| 2007 | CIDM | Evaluating Protein Motif Significance Measures: A Case Study on Prosite Patterns. | Pedro Gabriel Ferreira, Paulo J. Azevedo |
| 2007 | DIS | Iterative Reordering of Rules for Building Ensembles Without Relearning. | Paulo J. Azevedo, Alpio Mrio Jorge |
| 2006 | DIS | Mining Approximate Motifs in Time Series. | Pedro Gabriel Ferreira, Paulo J. Azevedo, Cndida G. Silva, Rui M. M. Brito |
| 2006 | DIS | Visual Interactive Subgroup Discovery with Numerical Properties of Interest. | Alpio Mrio Jorge, Fernando Pereira, Paulo J. Azevedo |
| 2005 | DIS | An Experiment with Association Rules and Classification: Post-Bagging and Conviction. | Alpio Jorge, Paulo J. Azevedo |
| 2005 | EPIA | Introduction. | Rui Camacho, Alexessander Alves, Joaquim Pinto da Costa, Paulo J. Azevedo |
| 2005 | EPIA | Protein Sequence Classification Through Relevant Sequence Mining and Bayes Classifiers. | Pedro Gabriel Ferreira, Paulo J. Azevedo |
| 2002 | DIS | Post-processing Operators for Browsing Large Sets of Association Rules. | Alpio Jorge, Joo Poas, Paulo J. Azevedo |