3 papers
eess.IV2023
Testing the Segment Anything Model on radiology data
José Guilherme de Almeida, Nuno M. Rodrigues, Sara Silva +1
Deep learning models trained with large amounts of data have become a recent and effective approach to predictive problem solving -- these have become known as "foundation models"…
cs.NE2020
A Study of Fitness Landscapes for Neuroevolution
Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
Fitness landscapes are a useful concept to study the dynamics of meta-heuristics. In the last two decades, they have been applied with success to estimate the optimization power of…
cs.NE2020
Ensemble Genetic Programming
Nuno M. Rodrigues, João E. Batista, Sara Silva
Ensemble learning is a powerful paradigm that has been usedin the top state-of-the-art machine learning methods like Random Forestsand XGBoost. Inspired by the success of such meth…