Bayesian sparse factor model for transcriptional regulatory networks inference.
Manuel Sanchez-CastilloIsabel M. Tienda-LunaDavid BlancoMaria Carmen Carrion PerezYufei HuangPublished in: EUSIPCO (2013)
Keyphrases
- regulatory networks
- bayesian inference
- gene regulatory networks
- gene expression
- bayesian networks
- microarray
- gene expression data
- gene regulation
- computational biology
- biological data
- high dimensional
- sparse representation
- genetic networks
- probabilistic inference
- biological systems
- systems biology
- prior information
- microarray data
- high throughput
- transcription factors
- biological processes
- motif discovery
- high dimensional data
- probabilistic model