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TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning
5 references·0 citing·22 second hop
TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning (2021)TrajGAIL: Generating urban vehicle trajec…GE-GAN: A novel deep learning framework for road traffic state estimation (2020)GE-GAN: A novel deep learning…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…Navigate like a cabbie (2008)Navigate like a cabbiePredestination: Inferring Destinations from Partial Trajectories (2006)Understanding mobility based on GPS data (2008)Limits of Predictability in Human Mobility (2010)Approaching the Limit of Predictability in Human Mobility (2013)Understanding Human Mobility from Twitter (2015)Inferring High-Level Behavior from Low-Level Sensors (2003)Using GPS to learn significant locations and predict movement across multiple users (2003)Learning and inferring transportation routines (2007)From taxi GPS traces to social and community dynamics (2013)A literature survey on smart cities (2015)Investigating the Role of Virtual Reality in Planning for Sustainable Smart Cities (2017)Friendship and mobility (2011)You Are Where You Go (2015)A Survey on Deep Learning for Human Mobility (2021)Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network (2021)Understanding individual human mobility patterns (2008)Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting (2021)A survey on deep learning for human mobility (2023)Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting (1999)Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction (2018)Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Graph neural network for traffic forecasting: A survey (2022)
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References

  • 2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts1,023 cited
  • 2018DeepMove752 cited
  • 2012Next place prediction using mobility Markov chains560 cited
  • 2008Navigate like a cabbie274 cited
  • 2020GE-GAN: A novel deep learning framework for road traffic state estimation177 cited

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