3 papers
cs.DB2024
Rastro-DM: data mining with a trail
Marcus Vinicius Borela de Castro, Remis Balaniuk
This paper proposes a methodology for documenting data mining (DM) projects, Rastro-DM (Trail Data Mining), with a focus not on the model that is generated, but on the processes be…
cs.CV2020
Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning
Remis Balaniuk, Olga Isupova, Steven Reece
This work explores the combination of free cloud computing, free open-source software, and deep learning methods to analyse a real, large-scale problem: the automatic country-wide…
cs.CV2020
BrazilDAM: A Benchmark dataset for Tailings Dam Detection
Edemir Ferreira, Matheus Brito, Remis Balaniuk +2
In this work we present BrazilDAM, a novel public dataset based on Sentinel-2 and Landsat-8 satellite images covering all tailings dams cataloged by the Brazilian National Mining A…