Inferring Time-Delayed Causal Gene Network Using Time-Series Expression Data.
Leung-Yau LoKwong-Sak LeungKin-Hong LeePublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2015)
Keyphrases
- gene networks
- gene regulatory networks
- gene expression data
- microarray
- reverse engineering
- network model
- microarray data
- granger causality
- systems biology
- multivariate time series
- biological data
- bayesian inference
- structure learning
- dynamic bayesian networks
- bayesian networks
- gene expression
- causal models
- gene expression profiles
- high dimensionality
- dimensionality reduction
- object oriented
- knowledge discovery
- feature selection
- data mining