| 1 | Predictive models using causal networks | Ana Rita Nogueira, FCUP |
| 3 | Recommender Systems for Scientific Fields | Márcia Barros, FCUL |
| 5 | Trustability in Data-Driven Decision Models for Public Policy | Sónia Teixeira, FEUP |
| 6 | Automated Privacy Preserving Strategies | Tânia Carvalho, FCUP |
| 7 | Personalize Counterfactual explanation interactively in real-time using Generative Adversarial Networks (GANs) | Ahmed Fares, FEUP |
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| 2 | Reminiscence Therapy Improvement Using Emotional Information | Soraia Alarcão, FCUL |
| 4 | Using Machine Learning in Simulation-Based Data Analytics to Identify Quality-Of-Life-increasing Interventions for Prostate and Breast Cancer Patients | Johannes Rust, Bremmen |
| 8 | Learning Prognostic Models Using a Mixture of Biclustering and Triclustering | Diogo Soares, FCUL |
| 9 | EEG to fMRI Synthesis | David Calhas, IST |
| 10 | Glycoproteogenomics Characterization in Colorectal Cancer using Deep Learning Approaches | Daniel Gonçalves, IST |
| 11 | Learning prognostic biomarkers from three-dimensional biomedical data of psychiatric disorders | Leonardo Alexandre, IST |
