most citedTraffic Data Imputation using Deep Convolutional Neural Networks

52 citations · 52 across the 1 of their papers we have counts for

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physics.soc-ph2020★ 52 cited

Traffic Data Imputation using Deep Convolutional Neural Networks

Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo +2

We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolutional encoder-decoder based architecture, w…