Finding module-based gene networks with state-space models - Mining high-dimensional and short time-course gene expression data.
Rui YamaguchiRyo YoshidaSeiya ImotoTomoyuki HiguchiSatoru MiyanoPublished in: IEEE Signal Process. Mag. (2007)
Keyphrases
- gene expression data
- gene networks
- gene regulatory networks
- microarray
- microarray data
- high dimensional
- state space
- gene expression
- high dimensionality
- high dimensional data
- data sets
- yeast cell cycle
- gene selection
- feature selection
- probabilistic model
- gene expression profiles
- complex systems
- low dimensional
- systems biology
- knowledge discovery
- state variables
- biological data
- feature space
- feature extraction
- data mining