Dynamic Probabilistic Networks for Modelling and Identifying Dynamic Systems: a MCMC Approach.
Riccardo BellazziPaolo MagniGiuseppe De NicolaoPublished in: Intell. Data Anal. (1997)
Keyphrases
- dynamic systems
- dynamic probabilistic networks
- probabilistic networks
- hidden markov models
- complex systems
- qualitative reasoning
- continuous variables
- discrete event
- particle filter
- qualitative models
- consistency based diagnosis
- markov chain
- dynamical systems
- markov chain monte carlo
- bayesian inference
- posterior distribution
- generative model
- decision making
- qualitative and quantitative
- linear time invariant
- cooperative