Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks

Jinsung Yoon, William R. Zame, Mihaela van der Schaar. Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks. IEEE Trans. Biomed. Engineering, 66(5):1477-1490, 2019. [doi]

@article{YoonZS19,
  title = {Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks},
  author = {Jinsung Yoon and William R. Zame and Mihaela van der Schaar},
  year = {2019},
  doi = {10.1109/TBME.2018.2874712},
  url = {https://doi.org/10.1109/TBME.2018.2874712},
  researchr = {https://researchr.org/publication/YoonZS19},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Biomed. Engineering},
  volume = {66},
  number = {5},
  pages = {1477-1490},
}