Predicting link directionality in gene regulation from gene expression profiles using volatility-constrained correlation.
Tomoshiro OchiaiJose C. NacherPublished in: Biosyst. (2016)
Keyphrases
- gene regulation
- gene expression profiles
- gene expression
- gene expression data
- microarray
- yeast cell cycle
- microarray data
- biological processes
- gene regulatory networks
- transcription factors
- gene selection
- data sets
- regulatory networks
- binding sites
- high throughput
- high dimensionality
- biological networks
- bayesian networks
- feature selection
- systems biology
- machine learning