A Bayesian Tensor Decomposition Approach For Spatio-Temporal Traffic Data Imputation

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Xinyu Chen; Lijun Sun;
(2018)
  • Publisher: Zenodo
  • Related identifiers: doi: 10.5281/zenodo.1206325, doi: 10.5281/zenodo.1231792
  • Subject: Markov chain Monte Carlo (MCMC) | multi-dimensional data representation | Markov chain Monte Carlo | tensorial data representation | spatial-temporal traffic data | missing data | tensor decomposition | Bayesian inference

<p>This is a Matlab implementaion of Bayesian Gaussian CP decomposition (BGCP) for incomplete traffic speed data estimation. Overall this evaluation, we have relied on the urban traffic speed data which is available at&nbsp;<a href="http://doi.org/10.5281/zenodo.1205229... View more
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