Deep interpolation of remote sensing land surface temperature data with partial convolutions

F Huber, S Schulz, V Steinhage - Sensors, 2024 - mdpi.com
Land Surface Temperature (LST) is an important resource for a variety of tasks. The data are
mostly free of charge and combine high spatial and temporal resolution with reliable data …

Kairos: Efficient Temporal Graph Analytics on a Single Machine

JMF da Trindade, J Shun, S Madden… - arxiv preprint arxiv …, 2024 - arxiv.org
Many important societal problems are naturally modeled as algorithms over temporal
graphs. To date, however, most graph processing systems remain inefficient as they rely on …

SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation

B Han, B Howe - Proceedings of the 32nd ACM International …, 2024 - dl.acm.org
Open data is frequently released spatially aggregated, usually to comply with privacy
policies. However, coarse heterogeneous aggregations complicate learning and integration …

Systems and Techniques for Efficient Real-World Graph Analytics

JMF da Trindade - 2024 - search.proquest.com
Graphs are a natural way to model real-world entities and relationships between them,
ranging from social networks and biological datasets to cloud computing infrastructure data …