scLRTD : A Novel Low Rank Tensor Decomposition Method for Imputing Missing Values in Single-Cell Multi-Omics Sequencing Data.
Zhijie NiXiaoying ZhengXiao ZhengXiufen ZouPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2022)
Keyphrases
- missing values
- missing data
- low rank
- high dimensional data
- missing entries
- incomplete data
- data matrix
- data sets
- matrix completion
- decomposition method
- dimensionality reduction
- small number
- original data
- matrix factorization
- high order
- nearest neighbor
- singular value decomposition
- neural network
- data points
- singular values
- structure from motion
- image data
- trace norm
- least squares