Reconstruction of Gene Regulatory Networks Based on Repairing Sparse Low-Rank Matrices.
Young Hwan ChangRoel DobbePalak BhushanJoe W. GrayClaire J. TomlinPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2016)
Keyphrases
- low rank matrices
- gene regulatory networks
- network model
- low rank
- reverse engineering
- gene expression data
- singular value decomposition
- biological data
- matrix completion
- structure learning
- reconstruction error
- low rank matrix
- image reconstruction
- low rank approximation
- bayesian inference
- dynamic bayesian networks
- data sets
- high dimensional
- biological networks
- matrix factorization
- pattern recognition
- semi supervised
- linear combination
- neural network