Search Results for author: Nuno M. Rodrigues

Found 4 papers, 1 papers with code

Testing the Segment Anything Model on radiology data

no code implementations20 Dec 2023 José Guilherme de Almeida, Nuno M. Rodrigues, Sara Silva, Nickolas Papanikolaou

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" as they can be used as fundamental tools for other applications.

Image Classification Image Segmentation +4

Plotting time: On the usage of CNNs for time series classification

no code implementations8 Feb 2021 Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva

We present a novel approach for time series classification where we represent time series data as plot images and feed them to a simple CNN, outperforming several state-of-the-art methods.

Classification General Classification +3

A Study of Fitness Landscapes for Neuroevolution

no code implementations30 Jan 2020 Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi

Fitness landscapes are a useful concept to study the dynamics of meta-heuristics.

Evolutionary Algorithms

Ensemble Genetic Programming

1 code implementation21 Jan 2020 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.

Binary Classification Ensemble Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.