Multivariate control charts with a bayesian network.
Sylvain VerronTeodor TiplicaAbdessamad KobiPublished in: ICINCO-ICSO (2007)
Keyphrases
- control charts
- bayesian networks
- statistical process control
- adaptive sampling
- process control
- abnormal patterns
- adaptive control
- learning bayesian networks
- graphical models
- probabilistic inference
- incomplete data
- structure learning
- parallel algorithm
- bayesian network inference
- structural learning
- inference in bayesian networks
- weighted moving average
- random variables
- conditional independence
- cumulative sum
- naive bayes
- real time
- bayesian network structure
- probabilistic reasoning
- influence diagrams
- probabilistic model
- diagnostic reasoning
- parameter learning
- continuous variables
- uncertain knowledge
- dynamic environments
- markov blanket
- bayesian network models
- causal relationships
- approximate inference
- optimization algorithm