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cs.LG2025
Using Text-Based Life Trajectories from Swedish Register Data to Predict Residential Mobility with Pretrained Transformers
Philipp Stark, Alexandros Sopasakis, Ola Hall +1
We transform large-scale Swedish register data into textual life trajectories to address two long-standing challenges in data analysis: high cardinality of categorical variables an…
cs.LG2024
Enhancing Carbon Emission Reduction Strategies using OCO and ICOS data
Oskar à ström, Carina Geldhauser, Markus Grillitsch +2
We propose a methodology to enhance local CO2 monitoring by integrating satellite data from the Orbiting Carbon Observatories (OCO-2 and OCO-3) with ground level observations from…