Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks.
Jinsung YoonWilliam R. ZameMihaela van der SchaarPublished in: IEEE Trans. Biomed. Eng. (2019)
Keyphrases
- missing data
- recurrent neural networks
- multi directional
- data streams
- missing values
- neural network
- feed forward
- recurrent networks
- low rank
- artificial neural networks
- structure from motion
- incomplete data
- coding method
- echo state networks
- matrix factorization
- machine learning
- optical coherence tomography
- multiple imputation
- nonlinear dynamic systems
- data imputation
- data sets
- maximum likelihood