15 citations · 36 across the 18 of their papers we have counts for
3 papers · 1 filter
Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference
Ilias Tsoumas, Dimitrios Bormpoudakis, Vasileios Sitokonstantinou +4
In causal inference, whether through randomized controlled trials or observational studies, access to both treated and control units is essential for estimating the effect of a tre…
Monitoring digestate application on agricultural crops using Sentinel-2 Satellite imagery
Andreas Kalogeras, Dimitrios Bormpoudakis, Iason Tsardanidis +2
The widespread use of Exogenous Organic Matter in agriculture necessitates monitoring to assess its effects on soil and crop health. This study evaluates optical Sentinel-2 satelli…
Mapping of Weed Management Methods in Orchards using Sentinel-2 and PlanetScope Data
Ioannis Kontogiorgakis, Iason Tsardanidis, Dimitrios Bormpoudakis +5
Effective weed management is crucial for improving agricultural productivity, as weeds compete with crops for vital resources like nutrients and water. Accurate maps of weed manage…