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ConSTGAT
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ConSTGAT (2020)ConSTGATAttention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (2019)Attention Based Spatial-Tempo…A Simple Baseline for Travel Time Estimation using Large-scale Trip Data (2019)A Simple Baseline for Travel …Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting (2018)Spatio-Temporal Graph Convolu…Multi-task Representation Learning for Travel Time Estimation (2018)Multi-task Representation Lea…Learning to Estimate the Travel Time (2018)Learning to Estimate the Trav…DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision (2018)DeepTravel: a Neural Network …Travel time estimation of a path using sparse trajectories (2014)Travel time estimation of a p…PGCN: Progressive Graph Convolutional Networks for Spatial–Temporal Traffic Forecasting (2024)PGCN: Progressive Graph Convo…Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey (2023)Spatio-Temporal Graph Neural …Graph neural network for traffic forecasting: A survey (2022)Graph neural network for traf…Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions (2022)Deep Learning on Traffic Pred…Understanding Private Car Aggregation Effect via Spatio-Temporal Analysis of Trajectory Data (2021)Understanding Private Car Agg…ETA Prediction with Graph Neural Networks in Google Maps (2021)ETA Prediction with Graph Neu…Travel-Time Prediction With Support Vector Regression (2004)Understanding transportation modes based on GPS data for web applications (2010)T-share: A large-scale dynamic taxi ridesharing service (2013)Urban Computing (2014)Ridesourcing systems: A framework and review (2019)A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation (2021)Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results (2003)Traffic Flow Prediction With Big Data: A Deep Learning Approach (2014)Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting (2017)Travel time estimation for urban road networks using low frequency probe vehicle data (2013)Spatio-Temporal Meta Learning for Urban Traffic Prediction (2020)OpenStreetMap: User-Generated Street Maps (2008)Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction (2018)Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting (2020)Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting (2020)Long short-term memory neural network for traffic speed prediction using remote microwave sensor data (2015)Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction (2017)Deep Learning for Intelligent Transportation Systems: A Survey of Emerging Trends (2019)A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (2020)Graph WaveNet for Deep Spatial-Temporal Graph Modeling (2019)T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction (2019)A Survey on Deep Learning for Human Mobility (2021)Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities (2022)PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction (2023)Graph Neural Networks for Intelligent Transportation Systems: A Survey (2023)Spatial-Temporal Large Language Model for Traffic Prediction (2024)
this work references cited by second hop

References

  • 2018Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting6,048 cited
  • 2019Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting3,248 cited
  • 2014Travel time estimation of a path using sparse trajectories538 cited
  • 2018Learning to Estimate the Travel Time269 cited
  • 2018Multi-task Representation Learning for Travel Time Estimation267 cited
  • 2018DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision180 cited
  • 2019A Simple Baseline for Travel Time Estimation using Large-scale Trip Data149 cited

Cited by

  • 2022Graph neural network for traffic forecasting: A survey1,484 cited
  • 2023Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey691 cited
  • 2022Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions690 cited
  • 2021ETA Prediction with Graph Neural Networks in Google Maps266 cited
  • 2021Understanding Private Car Aggregation Effect via Spatio-Temporal Analysis of Trajectory Data175 cited
  • 2024PGCN: Progressive Graph Convolutional Networks for Spatial–Temporal Traffic Forecasting157 cited

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