Parallel Algorithms for Bayesian Networks Structure Learning with Applications to Systems Biology.
Olga NikolovaPublished in: IPDPS Workshops (2011)
Keyphrases
- structure learning
- parallel algorithm
- systems biology
- bayesian networks
- gene regulatory networks
- high throughput
- graphical models
- conditional independence
- biological systems
- dynamic bayesian networks
- biological networks
- probabilistic model
- probabilistic inference
- biological data
- random variables
- belief propagation
- probability distribution
- markov networks
- hidden variables
- conditional probabilities
- posterior probability
- protein protein interactions
- molecular biology
- transfer learning
- data mining