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Short-term traffic flow rate forecasting based on identifying similar traffic patterns · Study

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ArticleShort-term traffic flow rate forecasting based on identifying similar traffic patterns

Filmon G. Habtemichael2015

Article2015

Short-term traffic flow rate forecasting based on identifying similar traffic patterns

Filmon G. Habtemichael · Mecit Cetin

294 citations·0/0 files stored·Transportation Research Part C Emerging Technologies

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Traffic Prediction and Management Techniques Traffic control and management Forecasting Techniques and Applications

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References

2003Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results 2014Short-term traffic forecasting: Where we are and where we’re going 1984Dynamic prediction of traffic volume through Kalman filtering theory 2002Comparison of parametric and nonparametric models for traffic flow forecasting 2008Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions 2013Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learning 1997Traffic Flow Forecasting: Comparison of Modeling Approaches 2014Adaptive Kalman filter approach for stochastic short-term traffic flow rate prediction and uncertainty quantification

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2019Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies 2020Sensing Data Supported Traffic Flow Prediction via Denoising Schemes and ANN: A Comparison 2020Long-Term Traffic Prediction Based on LSTM Encoder-Decoder Architecture

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2019Deep learning models for traffic flow prediction in autonomous vehicles: A review, solutions, and challengesarticle · 10 shared references 2020A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challengesarticle · 8 shared references 2019Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependenciesarticle · 8 shared references 2015A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecastingarticle · 7 shared references 2015A novel wavelet-SVM short-time passenger flow prediction in Beijing subway systemarticle · 7 shared references 2011Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networksarticle · 6 shared references

Details

Year2015

Typearticle

Published2015-09-13

VenueTransportation Research Part C Emerging Technologies

ISSN-L0968-090X

Languageen

Citations294

Files0 public / 0

ShelfTraffic Prediction and Management Techniques

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doi10.1016/j.trc.2015.08.017

openalex_workW1875626450

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