Inference of Gene Regulatory Networks from Time Series Expression Data: A Data Mining Approach.
Patrick C. H. MaKeith C. C. ChanPublished in: ICDM Workshops (2006)
Keyphrases
- gene regulatory networks
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- gene regulatory
- gene expression data
- boolean networks
- network model
- regulatory networks
- gene networks
- structure learning
- bayesian networks
- biological data
- probabilistic model
- probabilistic inference
- particle filtering
- approximate inference
- prior information
- belief networks
- high throughput
- relational databases