16 citations · 16 across the 2 of their papers we have counts for
4 papers
Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP
João E. Batista, Sara Silva
One problem found when working with satellite images is the radiometric variations across the image and different images. Intending to improve remote sensing models for the classif…
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…
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…
Unsure When to Stop? Ask Your Semantic Neighbors
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca +1
In iterative supervised learning algorithms it is common to reach a point in the search where no further induction seems to be possible with the available data. If the search is co…