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A novel wavelet-SVM short-time passenger flow prediction in Beijing subway system · Study

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ArticleA novel wavelet-SVM short-time passenger flow prediction in Beijing subway system

Yuxing Sun2015

Article2015

A novel wavelet-SVM short-time passenger flow prediction in Beijing subway system

Yuxing Sun · Biao Leng · Wei Guan

384 citations·0/0 files stored·Neurocomputing

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Traffic Prediction and Management Techniques Forecasting Techniques and Applications Hydrological Forecasting Using AI

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References

1998Forecasting with artificial neural networks:2003Modeling and Forecasting Vehicular Traffic Flow as a Seasonal ARIMA Process: Theoretical Basis and Empirical Results 2004Travel-Time Prediction With Support Vector Regression 2002Comparison of parametric and nonparametric models for traffic flow forecasting 2008Online-SVR for short-term traffic flow prediction under typical and atypical traffic conditions 2006A Bayesian Network Approach to Traffic Flow Forecasting 1979ANALYSIS OF FREEWAY TRAFFIC TIME-SERIES DATA BY USING BOX-JENKINS TECHNIQUES 1997Traffic Flow Forecasting: Comparison of Modeling Approaches

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2020Big data algorithms and applications in intelligent transportation system: A review and bibliometric analysis 2019Spatiotemporal Traffic Flow Prediction with KNN and LSTM 2018A modeling framework for the dynamic management of free-floating bike-sharing systems 2017A novel passenger flow prediction model using deep learning methods

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2011Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networksarticle · 17 shared references 2013Short-Term Traffic Flow Forecasting: An Experimental Comparison of Time-Series Analysis and Supervised Learningarticle · 9 shared references 2019Deep learning models for traffic flow prediction in autonomous vehicles: A review, solutions, and challengesarticle · 8 shared references 2019DeepPF: A deep learning based architecture for metro passenger flow predictionarticle · 7 shared references 2020A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challengesarticle · 7 shared references 2009An Aggregation Approach to Short-Term Traffic Flow Predictionarticle · 7 shared references

Details

Year2015

Typearticle

Published2015-04-20

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations384

Files0 public / 0

ShelfTraffic Prediction and Management Techniques

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doi10.1016/j.neucom.2015.03.085

openalex_workW2002841906

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