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Federated LSTM-based deep learning model for privacy-preserving predictions of human trajectories across multiple data providers

The problem of data-driven location prediction of individual users is based on an effective mining of travel behaviours and motion patterns. In this sense, a central aspect refers to the use of a relevant amount of historical mobility data, required for successfully training machine learning models,...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Alessandro Crivellari, Yuhui Shi
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Taylor & Francis Group 2026-01-01
Cyfres:Annals of GIS
Pynciau:
Mynediad Ar-lein:https://www.tandfonline.com/doi/10.1080/19475683.2026.2617187
Tagiau: Ychwanegu Tag
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