Missing Data Imputation for MIMIC-III using Matrix Decomposition.
Xi YangYeo-Jin KimFarzaneh KhoshnevisanYuan ZhangMin ChiPublished in: ICHI (2019)
Keyphrases
- missing data imputation
- matrix decomposition
- low rank
- nonnegative matrix factorization
- missing values
- missing data
- singular values
- singular value decomposition
- low rank matrix
- semi supervised
- linear combination
- matrix factorization
- convex optimization
- generative topographic mapping
- data preparation
- neural network
- negative matrix factorization
- low rank approximation
- high dimensional data
- pairwise
- spectral clustering
- linear discriminant analysis
- clustering method
- shortest path