Performance evaluation of the time-delayed dynamic Bayesian network approach to inferring gene regulatory networks from time series microarray data.
Haoni LiPeng LiChaoyang ZhangNan WangPing GongEdward J. PerkinsPublished in: BCB (2010)
Keyphrases
- gene regulatory networks
- microarray data
- gene expression data
- dynamic bayesian networks
- gene networks
- biological data
- microarray
- gene expression
- regulatory networks
- gene selection
- data sets
- reverse engineering
- bayesian networks
- feature selection
- high throughput
- high dimensionality
- high dimensional
- network model
- approximate inference
- gene expression patterns
- structure learning
- bayesian inference
- high dimensional data
- software engineering
- learning algorithm
- data mining