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Human Trajectory Completion with Transformers
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Human Trajectory Completion with Transformers (2022)Human Trajectory Completion with Transfor…MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction (2021)MobTCast: Leveraging Auxiliar…Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States! (2020)Location Prediction over Spar…An Attentional Recurrent Neural Network for Personalized Next Location Recommendation (2020)An Attentional Recurrent Neur…DeepMove (2018)DeepMovePredicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts (2016)Predicting the Next Location:…Next place prediction using mobility Markov chains (2012)Next place prediction using m…Friendship and mobility (2011)Friendship and mobilityLimits of Predictability in Human Mobility (2010)Limits of Predictability in H…Understanding mobility based on GPS data (2008)Predicting future locations with hidden Markov models (2012)Approaching the Limit of Predictability in Human Mobility (2013)Understanding Human Mobility from Twitter (2015)Reality mining: sensing complex social systems (2005)The origin of bursts and heavy tails in human dynamics (2005)Understanding individual human mobility patterns (2008)Modelling the scaling properties of human mobility (2010)A universal model for mobility and migration patterns (2012)Birds of a Feather: Homophily in Social Networks (2001)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs (2014)Self-supervised human mobility learning for next location prediction and trajectory classification (2021)Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction (2021)Translating Human Mobility Forecasting through Natural Language Generation (2022)Understanding individual human mobility patterns (2009)A Survey on Deep Learning for Human Mobility (2021)POI2Vec: Geographical Latent Representation for Predicting Future Visitors (2017)Predicting Human Mobility via Variational Attention (2019)Learning to Simulate Human Mobility (2020)A survey on deep learning for human mobility (2023)Context-aware multi-head self-attentional neural network model for next location prediction (2023)Predicting Human Mobility via Self-Supervised Disentanglement Learning (2023)Large Language Models are Zero-Shot Next Location Predictors (2025)
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References

  • 2010Limits of Predictability in Human Mobility3,230 cited
  • 2011Friendship and mobility2,912 cited
  • 2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,014 cited
  • 2018DeepMove714 cited
  • 2012Next place prediction using mobility Markov chains555 cited
  • 2020Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!197 cited
  • 2020An Attentional Recurrent Neural Network for Personalized Next Location Recommendation129 cited
  • 2021MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction46 cited

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