Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model.
Lian En ChaiMohd Saberi MohamadSafaai DerisChuii Khim ChongYee Wen ChoonZuwairie IbrahimSigeru OmatuPublished in: DCAI (2012)
Keyphrases
- gene regulatory networks
- gene expression data
- network model
- probabilistic model
- bayesian inference
- regulatory networks
- gene expression
- yeast cell cycle
- data sets
- microarray gene expression data
- microarray
- reverse engineering
- maximum likelihood
- high dimensional
- gene expression analysis
- gene expression patterns
- microarray data
- parameter estimation
- dynamic bayesian networks
- biological processes
- gene networks
- biological knowledge
- gene regulation
- gene expression data sets
- pattern recognition
- databases