Inferring gene regulatory networks from expression data with prior knowledge by linear programming.
Zhi-Ping LiuXiang-Sun ZhangLuonan ChenPublished in: ICMLC (2010)
Keyphrases
- gene regulatory networks
- linear programming
- prior knowledge
- gene regulatory
- reverse engineering
- gene expression data
- network model
- gene networks
- biological data
- bayesian inference
- regulatory networks
- prior information
- boolean networks
- dynamic programming
- bayesian framework
- structure learning
- latent variables
- np hard
- optimal solution
- training data
- labeled data
- dynamic bayesian networks
- bayesian networks
- gene expression
- microarray
- object oriented
- artificial intelligence
- databases