Reverse Engineering Regulatory Networks in Cells Using a Dynamic Bayesian Network and Mutual Information Scoring Function.
Haodi JiangTurki TurkiJason T. L. WangPublished in: ICMLA (2017)
Keyphrases
- scoring function
- reverse engineering
- regulatory networks
- gene regulatory networks
- structure learning
- genetic networks
- dynamic bayesian networks
- software engineering
- systems biology
- similarity measure
- object oriented
- bayesian networks
- ranking functions
- gene expression data
- gene expression
- biological networks
- microarray
- social networks
- database systems
- conditional independence
- computational biology
- biological data
- ranking algorithm