At the moment, I am a PhD candidate and a researcher at Instituto Superior Técnico, Technical University of Lisbon, Portugal. I have a MSc in Computer Science, more specifically in Enterprise Information Systems and Artificial Intelligence.
I am very interested in decision-making systems and machine learning techniques. Current decision-making systems face high levels of uncertainty resulting from data, which is either missing or untrustworthy. These systems usually turn to Bayesian/non-Bayesian probability to deal with uncertainty. However, there are several situations where the laws of probability are violated, forcing probabilistic-based decision systems to make unreliable prediction..