9 citations · 9 across the 2 of their papers we have counts for
3 papers
cs.CV2021★ 9 cited
Plotting time: On the usage of CNNs for time series classification
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo +4
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…
cs.LG2020
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…
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…