Reverse engineering gene regulatory network from microarray data using linear time-variant model.
Mitra KabirNasimul NomanHitoshi IbaPublished in: BMC Bioinform. (2010)
Keyphrases
- gene regulatory networks
- reverse engineering
- gene networks
- gene expression data
- microarray data
- network model
- microarray
- regulatory networks
- microarray gene expression data
- gene expression
- probabilistic model
- parameter estimation
- gene selection
- neural network
- software engineering
- network structure
- nearest neighbor
- prior information
- data model
- high dimensional
- biological data
- dynamic bayesian networks
- data analysis
- biological processes
- data mining
- databases