Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting

8 references·15 citing·19 second hopsampled

FromToDepth

this work references cited by second hop· second hop is a sample of the most-cited connections

References

2018Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting6,048 cited
2017Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting3,639 cited
2008OpenStreetMap: User-Generated Street Maps3,219 cited
2017Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction2,450 cited
2017Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction1,442 cited
2018Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction1,248 cited
2019Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction921 cited
1998Spatiotemporal Autoregressive Models of Neighborhood Effects322 cited

Cited by

2022Graph neural network for traffic forecasting: A survey1,484 cited
2020Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting1,075 cited
2019Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting1,020 cited
2021Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting799 cited
2023Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey691 cited
2022

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions

690 cited

2022Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution618 cited

2019Deep Learning for Intelligent Transportation Systems: A Survey of Emerging Trends416 cited

2021A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation410 cited

2023Graph Neural Networks for Intelligent Transportation Systems: A Survey397 cited

2023Spatio-Temporal Meta-Graph Learning for Traffic Forecasting358 cited

2020A Multi-Stream Feature Fusion Approach for Traffic Prediction340 cited

2021Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting314 cited

2020Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction305 cited

2020How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey298 cited