Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning

14 references·3 citing·31 second hop

FromToDepth

this work references cited by second hop

References

1977Book Review: Time Series Analysis: Forecasting and Control19,399 cited
2017Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction2,450 cited
2002Comparison of parametric and nonparametric models for traffic flow forecasting1,016 cited
1973Time Series Analysis Forecasting and Control.995 cited
2015Traffic prediction in a bike-sharing system366 cited
2009Predictions of Freeway Traffic Speeds and Volumes Using Vector Autoregressive Models363 cited
2014Traffic Flow Prediction for Road Transportation Networks With Limited Traffic Data346 cited
2014Prediction of human emergency behavior and their mobility following large-scale disaster183 cited
2016Latent Space Model for Road Networks to Predict Time-Varying Traffic179 cited
2017Regions, Periods, Activities142 cited
2015CityMomentum122 cited
2015Predicting traffic volumes and estimating the effects of shocks in massive transportation systems97 cited
2017PRED76 cited
2015Next place predictions based on user mobility traces6 cited

Cited by

2020Urban flow prediction from spatiotemporal data using machine learning: A survey

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

311 cited

2019Deep learning models for traffic flow prediction in autonomous vehicles: A review, solutions, and challenges306 cited

2021Exploiting dynamic spatio-temporal correlations for citywide traffic flow prediction using attention based neural networks276 cited