no code implementations • 13 Jul 2021 • Miguel Paredes Quiñones, Maciel Zortea, Leonardo S. A. Martins
Streamflow forecasting is key to effectively managing water resources and preparing for the occurrence of natural calamities being exacerbated by climate change.
1 code implementation • 17 Feb 2021 • Júlio Hoffimann, Maciel Zortea, Breno de Carvalho, Bianca Zadrozny
regionalized) variables due to spatial correlation; and trends caused by geophysical processes lead to covariate shifts between the domain where the model was trained and the domain where it will be applied, which in turn harm the use of classical learning methodologies that rely on random samples of the data.
no code implementations • 5 Feb 2018 • Kajsa Møllersen, Maciel Zortea, Thomas R. Schopf, Herbert Kirchesch, Fred Godtliebsen
A small set of similar classification algorithms are used to investigate the impact of classifier on the diagnostic accuracy.