3 papers
cs.DB2026
3D Spatial Pattern Matching
Nicole R. Schneider, Avik Das, Lukas Arzoumanidis +3
Spatial pattern matching is the process of matching query entities and constraints with database entities and relations. It has many applications, including similar region search,…
cs.LG2026
Reconstructing GRACE Terrestrial Water Storage with Spatio-Temporal Graph Neural Networks: An Application to South America
Lukas Arzoumanidis, Lara Johannsen, Klara Middendorf +2
Terrestrial water storage (TWS) integrates snow, soil moisture, surface water, and groundwater and is a key indicator of how climate variability and human activity reshape the glob…
cs.CV2025
Automatic Uncertainty-Aware Synthetic Data Bootstrapping for Historical Map Segmentation
Lukas Arzoumanidis, Julius Knechtel, Jan-Henrik Haunert +1
The automated analysis of historical documents, particularly maps, has drastically benefited from advances in deep learning and its success across various computer vision applicati…