Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty.
Mahdi ImaniRoozbeh DehghannasiriUlisses M. Braga-NetoEdward R. DoughertyPublished in: CoRR (2018)
Keyphrases
- experimental design
- gene regulatory networks
- gene expression data
- empirical studies
- active learning
- reverse engineering
- network model
- sample size
- dynamic bayesian networks
- biological data
- feature selection
- pattern recognition
- optimal solution
- bayesian inference
- worst case
- game play
- class imbalance
- machine learning
- structure learning
- prior knowledge
- lower bound