Gene expression prediction using low-rank matrix completion.
Arnav KapurKshitij MarwahGil AlterovitzPublished in: BMC Bioinform. (2016)
Keyphrases
- gene expression
- matrix completion
- low rank
- microarray
- protein interaction
- gene expression data
- rank minimization
- linear combination
- missing data
- convex optimization
- microarray data
- protein interaction networks
- matrix factorization
- singular value decomposition
- low rank matrix
- high dimensional data
- biological processes
- low rank matrices
- semi supervised
- kernel matrix
- high order
- biological networks
- norm minimization
- collaborative filtering
- binding sites
- singular values
- trace norm
- high throughput
- higher order
- pairwise
- rank aggregation
- machine learning