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physics.soc-ph2023
A causal intervention framework for synthesizing mobility data and evaluating predictive neural networks
Ye Hong, Yanan Xin, Simon Dirmeier +2
Deep neural networks are increasingly utilized in mobility prediction tasks, yet their intricate internal workings pose challenges for interpretability, especially in comprehending…
physics.soc-ph2023★ 11 cited
Evaluating geospatial context information for travel mode detection
Ye Hong, Emanuel Stüdeli, Martin Raubal
Detecting travel modes from global navigation satellite system (GNSS) trajectories is essential for understanding individual travel behavior and a prerequisite for achieving sustai…