| 2026 | CSEDU | Beyond Prescription: Human-AI Collaboration in Engineering Statistics Education. | Estela Vilhena, Mariana Carvalho, Antnio L. N. Moreira, Sara Cruz |
| 2026 | WorldCIST | A Clustering-Enhanced LLM Pipeline for Large-Scale Electoral Data Analysis. | Mariana Carvalho, Diogo Pereira, Ana Borges |
| 2024 | IC3K | Enhancing Dyeing Processes with Machine Learning: Strategies for Reducing Textile Non-Conformities. | Mariana Carvalho, Ana Borges, Alexandra Gavina, Ldia Duarte, Joana Leite, Maria Joo Polidoro, Sandra M. Aleixo, Snia Dias |
| 2023 | IC3K | Enhancing Healthcare in Emergency Department Through Patient and External Conditions Profiling: A Cluster Analysis. | Mariana Carvalho, Ana Borges |
| 2022 | MIS4TEL | Teaching Data Structures and Algorithms Through Games. | Davide Carneiro, Mariana Carvalho |
| 2022 | WorldCIST | Continuously Learning from User Feedback. | Davide Carneiro, Miguel Sousa, Guilherme Palumbo, Miguel Guimares, Mariana Carvalho, Paulo Novais |
| 2021 | WorldCIST | Optimizing Model Training in Interactive Learning Scenarios. | Davide Carneiro, Miguel Guimares, Mariana Carvalho, Paulo Novais |
| 2021 | WorldCIST | Boosting E-Auditing Process Through E-Files Semantic Enrichment. | Cristvo Sousa, Mariana Carvalho, Carla Pereira |
| 2019 | EPIA | Discovering Analytical Preferences for Personalizing What-If Scenarios. | Mariana Carvalho, Orlando Belo |
| 2019 | IC3K | The Added Value of OLAP Preferences in What-If Applications. | Mariana Carvalho, Orlando Belo |
| 2019 | IC3K | An Upper Level for What-If Analysis. | Mariana Carvalho, Orlando Belo |
| 2016 | IC3K | Enriching What-If Scenarios with OLAP Usage Preferences. | Mariana Carvalho, Orlando Belo |