Anwendung von Causal-Discovery-Algorithmen zur Root-Cause-Analyse in der Fahrzeugmontage.
Lucas PossnerLukas BahrLeonard RoehlChristoph WehnerSophie GroegerPublished in: CoRR (2024)
Keyphrases
- root cause
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- root cause analysis
- directed acyclic graph
- risk management
- conditional independence
- markov blanket
- knowledge discovery
- causal relations
- observational data
- data mining
- random variables
- database
- model selection
- open source
- classification accuracy
- dynamic programming
- learning algorithm