Inferring gene regulatory networks from gene expression data by path consistency algorithm based on conditional mutual information.
Xiujun ZhangXing-Ming ZhaoKun HeLe LuYongwei CaoJingdong LiuJin-Kao HaoZhi-Ping LiuLuonan ChenPublished in: Bioinform. (2012)
Keyphrases
- gene expression data
- gene regulatory networks
- path consistency
- gene networks
- conditional mutual information
- microarray
- microarray data
- microarray gene expression data
- learning algorithm
- gene expression
- regulatory networks
- expectation maximization
- worst case
- reverse engineering
- probabilistic model
- gene selection
- np hard
- k means
- biclustering algorithms
- gene regulation
- pattern recognition
- objective function