Our work on using Language Models for geospatial data has resulted in two papers on “Trajectory anomaly detection with language models” (J. Mbuya, A. Anastasopoulos, D. Pfoser) and on “Urban mobility assessment using LLMs” (P. Bhandari, A. Anastasopoulos, D. Pfoser) being accepted (full papers) to this year’s ACM SIGSPATIAL conference to take place in Atlanta, GA - Oct. 29 to Nov. 1!
Recent Blog Posts
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Two papers accepted at ACM SIGSPATIAL 2024 conference -
Amazon Scholar Looking forward to working with the Amazon Last Mile team as an Amazon Scholar on interesting ML problems in the geospatial domain!
Recent Publications
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P. Bhandari, A. Anastasopoulos, & D. Pfoser, Urban mobility assessment using LLMs, in Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems . ABSTRACT PDF -
J. Mbuya, A. Anastasopoulos, & D. Pfoser, Trajectory anomaly detection with language models, in Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems . ABSTRACT PDF -
A. Züfle et al., In silico human mobility data science: Leveraging massive simulated mobility data (vision paper), ACM Transactions on Spatial Algorithms and Systems 10, 1–27. ABSTRACT DOI PDF -
S.M Reia et al., Function and form of US cities, ArXiv Preprint ArXiv:2406.04543. ABSTRACT DOI PDF