Exact reconstruction of gene regulatory networks using compressive sensing.
Young Hwan ChangJoe W. GrayClaire J. TomlinPublished in: BMC Bioinform. (2014)
Keyphrases
- compressive sensing
- gene regulatory networks
- reverse engineering
- random projections
- network model
- gene expression data
- sparse representation
- biological data
- bayesian inference
- image representation
- signal processing
- dynamic bayesian networks
- structure learning
- pattern recognition
- microarray
- dimensionality reduction
- least squares
- image processing
- gene expression
- knowledge discovery
- data analysis