Structure learning for biomolecular pathways containing cycles.
Sleiman ItaniKaren SachsGarry P. NolanMunther A. DahlehPublished in: BIBE (2008)
Keyphrases
- structure learning
- bayesian networks
- graphical models
- conditional independence
- parameter learning
- markov logic networks
- bayesian network classifiers
- parameter estimation
- transfer learning
- bayesian network structure learning
- sample size
- markov networks
- gene regulatory networks
- network structure
- structure learning algorithm
- belief propagation
- biological processes
- maximum likelihood estimation
- machine learning
- random variables
- probabilistic model
- causal models
- labeled data
- semi supervised
- social networks