| 2024 | ECAI | More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation. | Matas Molina, Bruno Veloso, Carlos Abreu Ferreira, Rita P. Ribeiro, Joo Gama |
| 2023 | IDEAL | Modeling the Ink Tuning Process Using Machine Learning. | Catarina Costa, Carlos Abreu Ferreira |
| 2022 | EPIA | Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis. | Ana Rita Nogueira, Carlos Abreu Ferreira, Joo Gama |
| 2020 | IDA | Improving Prediction with Causal Probabilistic Variables. | Ana Rita Nogueira, Joo Gama, Carlos Abreu Ferreira |
| 2019 | EPIA | Heart Sounds Classification Using Images from Wavelet Transformation. | Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, Carlos Abreu Ferreira, Alpio M. Jorge, Luis Antunes |
| 2018 | WorldCIST | Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques. | Rosana Cavalcante de Oliveira, Joo Mendes-Moreira, Carlos Abreu Ferreira |
| 2017 | EPIA | Classifying Heart Sounds Using Images of MFCC and Temporal Features. | Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alpio M. Jorge |
| 2017 | ISMIS | Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment. | Ana Rita Nogueira, Carlos Abreu Ferreira, Joo Gama |
| 2012 | DIS | Predicting Ramp Events with a Stream-Based HMM Framework. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa, Vladimiro Miranda, Audun Botterud |
| 2011 | EPIA | Constrained Sequential Pattern Knowledge in Multi-relational Learning. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2011 | ILP | Predictive Sequence Miner in ILP Learning. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |
| 2008 | ICTAI | RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets. | Carlos Abreu Ferreira, Joo Gama, Vtor Santos Costa |