Graphical models for inferring single molecule dynamics.
Jonathan E. BronsonJake M. HofmanJingyi FeiRuben L. GonzalezChris H. WigginsPublished in: BMC Bioinform. (2010)
Keyphrases
- graphical models
- probabilistic model
- belief propagation
- approximate inference
- probabilistic inference
- random variables
- probabilistic graphical models
- markov networks
- conditional random fields
- bayesian networks
- map inference
- statistical inference
- conditional independence
- structure learning
- exact inference
- belief networks
- generative model
- probability distribution
- factor graphs
- possibilistic networks
- gaussian graphical models
- efficient inference algorithms