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Predicting Human Mobility via Self-Supervised Disentanglement Learning

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References

2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
2014Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs857 cited
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2020Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!197 cited
2019Predicting Human Mobility via Variational Attention121 cited
2020Context-aware Deep Model for Joint Mobility and Time Prediction78 cited
2021Self-supervised human mobility learning for next location prediction and trajectory classification49 cited
2021MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction46 cited
2020User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data29 cited
2022Contextual spatio-temporal graph representation learning for reinforced human mobility mining25 cited

Cited by

2024Mobility Prediction via Rule-enhanced Knowledge Graph5 cited

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