Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Short-term traffic forecasting: Where we are and where we’re going

16 references·16 citing·36 second hopsampled

FromToDepth

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

References

1989Combining forecasts: A review and annotated bibliography2,170 cited
2003Statistical and Econometric Methods for Transportation Data Analysis1,920 cited
1990Combining forecasts: A review and annotated bibliography1,508 cited
2004Travel-Time Prediction With Support Vector Regression1,480 cited
2020Statistical and Econometric Methods for Transportation Data Analysis997 cited
2009Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment941 cited
2008Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions856 cited
1996Combining kohonen maps with arima time series models to forecast traffic flow851 cited
2010Statistical methods versus neural networks in transportation research: Differences, similarities and some insights845 cited
2007Adaptive Seasonal Time Series Models for Forecasting Short-Term Traffic Flow209 cited
2004Wavelet Packet‐Autocorrelation Function Method for Traffic Flow Pattern Analysis206 cited
2008Online Learning Solutions for Freeway Travel Time Prediction201 cited
2006POP-TRAFFIC: A Novel Fuzzy Neural Approach to Road Traffic Analysis and Prediction199 cited
2011Prediction Intervals to Account for Uncertainties in Travel Time Prediction186 cited

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

2012The retrieval of intra-day trend and its influence on traffic prediction185 cited

2007Forecasting of Short-Term Freeway Volume with v-Support Vector Machines180 cited

Cited by

2015Long short-term memory neural network for traffic speed prediction using remote microwave sensor data2,259 cited
2017LSTM network: a deep learning approach for short‐term traffic forecast1,899 cited
2017Deep learning for short-term traffic flow prediction1,060 cited
2019Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting1,020 cited
2019Applications of Artificial Intelligence in Transport: An Overview894 cited
2015A gradient boosting method to improve travel time prediction874 cited
2018A hybrid deep learning based traffic flow prediction method and its understanding806 cited
2017Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach748 cited
2022Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions690 cited
2018Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction583 cited
2020Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values512 cited
2015A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting471 cited
2017Deep Learning: A Generic Approach for Extreme Condition Traffic Forecasting427 cited
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 data389 cited
2018Road Traffic Forecasting: Recent Advances and New Challenges387 cited