| 2023 | EPIA | Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast. | Ana Rita Baio, Carolina Peixoto, Marta B. Lopes, Pedro Reis Costa, Alexandra M. Carvalho, Susana Vinga |
| 2023 | IDEAL | Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination. | Diogo Ribeiro, Filipe Ferraz, Marta B. Lopes, Susana Rodrigues, Pedro Reis Costa, Susana Vinga, Alexandra M. Carvalho |
| 2022 | EPIA | Comparative Evaluation of Classification Indexes and Outlier Detection of Microcytic Anaemias in a Portuguese Sample. | Beatriz N. Leito, Paula Faustino, Susana Vinga |
| 2022 | ESANN | Tutorial - Machine Learning and Information Theoretic Methods for Molecular Biology and Medicine. | Thomas Villmann, Jonas S. Almeida, John A. Lee, Susana Vinga |
| 2020 | ICPR | Predictive Medicine Using Interpretable Recurrent Neural Networks. | Andr Ferreira, Sara C. Madeira, Marta Gromicho, Mamede de Carvalho, Susana Vinga, Alexandra M. Carvalho |
| 2015 | EPIA | Fuzzy Clustering for Incomplete Short Time Series Data. | Lcia P. Cruz, Susana M. Vieira, Susana Vinga |
| 2015 | UAI | Polynomial-time algorithm for learning optimal tree-augmented dynamic Bayesian networks. | Jos L. Monteiro, Susana Vinga, Alexandra M. Carvalho |