Leandro Balby Marinho

Evaluation of Post-hoc Explanations for Malaria Detection

2020

It has been advocated that post-hoc explanation techniques are crucial for increasing the trust in complex Machine Learning (ML) models. However, it is so far not well understood whether such explanation techniques are useful or …

Context-Aware Event Recommendation in Event-based Social Networks

2015

The Web has grown into one of the most important channels to communicate social events nowadays. However, the sheer volume of events available in event-based social networks (EBSNs) often undermines the users' ability to choose …