Exploring hazardous chemical explosion accidents with association rules and Bayesian networks.
Xin LiChao ChenYi-du HongFu-qiang YangPublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- association rules
- bayesian networks
- association rule mining
- data mining
- probabilistic reasoning
- structure learning
- association mining
- mining association rules
- learning bayesian networks
- knowledge discovery
- data mining techniques
- itemsets
- conditional independence
- mining algorithm
- classification rules
- association rules mining
- graphical models
- probability distribution
- probabilistic model
- apriori algorithm
- market basket data
- hidden variables
- traffic accidents
- conditional probabilities
- formal concept analysis
- incomplete data
- monitoring system
- interesting association rules
- probabilistic inference
- rule sets
- chemical engineering
- mining of association rules
- market basket analysis
- discovering association rules
- genetic network programming
- mining sequential
- data sets
- associative classifiers
- markov blanket
- interesting rules
- bayesian network classifiers
- bayesian belief networks
- continuous variables
- expert knowledge
- machine learning
- neural network