Bayesian inference based decision reliability under imperfect monitoring.
Shameek BhattacharjeeMainak ChatterjeeKevin A. KwiatCharles A. KamhouaPublished in: IM (2015)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- variational inference
- decision making
- monitoring system
- bayesian model
- hyperparameters
- statistical inference
- variational bayes
- hierarchical bayesian
- decision makers
- real time
- expectation propagation
- gibbs sampler
- hidden variables
- prior distribution
- weighted model counting
- probabilistic modeling
- particle filter
- least squares
- prior knowledge
- data sets
- graphical models
- bayesian models