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Missing traffic data: comparison of imputation methods

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References

2002Introduction to Time Series and Forecasting3,934 cited
200010.1007/978-1-4899-4485-61,151 cited
2000Archived Intelligent Transportation System Data Quality: Preliminary Analyses of San Antonio TransGuide Data73 cited

Cited by

2020A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection166 cited
2015Trend Modeling for Traffic Time Series Analysis: An Integrated Study165 cited
2016Data-Driven Imputation Method for Traffic Data in Sectional Units of Road Links161 cited
2019Traffic Flow Imputation Using Parallel Data and Generative Adversarial Networks153 cited

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