Research on Structure Learning of Dynamic Bayesian Networks by Particle Swarm Optimization.
Xingchen HengZheng QinTian LeiLi-Ping ShaoPublished in: ALIFE (2007)
Keyphrases
- structure learning
- dynamic bayesian networks
- bayesian networks
- graphical models
- conditional independence
- parameter estimation
- transfer learning
- network structure
- random variables
- probabilistic model
- sample size
- conditional random fields
- probabilistic inference
- markov networks
- belief propagation
- approximate inference