Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

11 references·11 citing·36 second hop

FromToDepth

this work references cited by second hop

References

2015Long short-term memory neural network for traffic speed prediction using remote microwave sensor data2,259 cited
2003Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results2,210 cited
2014Short-term traffic forecasting: Where we are and where we’re going1,248 cited
2002Comparison of parametric and nonparametric models for traffic flow forecasting1,016 cited
2010Real-time road traffic prediction with spatio-temporal correlations674 cited
2014Adaptive Kalman filter approach for stochastic short-term traffic flow rate prediction and uncertainty quantification653 cited
1999Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting546 cited
2015Large-Scale Transportation Network Congestion Evolution Prediction Using Deep Learning Theory508 cited
2014Short-term traffic volume forecasting: A k-nearest neighbor approach enhanced by constrained linearly sewing principle component algorithm189 cited
2014New Bayesian combination method for short-term traffic flow forecasting187 cited
2014A travel time reliability model of urban expressways with varying levels of service42 cited

Cited by

2020A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges424 cited
2020A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data

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

389 cited

2018Road Traffic Forecasting: Recent Advances and New Challenges387 cited

2020Optimized Graph Convolution Recurrent Neural Network for Traffic Prediction384 cited

2020Machine Learning-based traffic prediction models for Intelligent Transportation Systems350 cited

2018Survey on traffic prediction in smart cities331 cited

2022Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities305 cited

2021Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer302 cited

2019Spatiotemporal Traffic Flow Prediction with KNN and LSTM300 cited

2019Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies297 cited

2022Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient296 cited