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Eric Samikwa

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#federated learning Open access Sep 2026

FedSTD: Federated Learning with Spatio-Temporal Decoupling for Cross-Modal Transport Prediction

Modern transportation systems are shaped by multiple interdependent modes of transport. Understanding their interactions is essential for effective management and planning. Cross-modal flow and demand predictions can improve forecasting accuracy for individual modes by exploiting these interdependencies. However, data-...

Fabrice Marggi, Eric Samikwa, Torsten Braun · 0 citations

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