A Bayesian network structural learning algorithm for calculating the failure probabilities of complex engineering systems with limited data.
Yong ChenTianbao ZhangRuojun WangLei CaiPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- learning algorithm
- training data
- probability distribution
- data sets
- machine learning
- high quality
- data analysis
- data collection
- raw data
- synthetic data
- data processing
- data sources
- data points
- knowledge discovery
- image data
- incomplete data
- active learning
- computer systems
- statistical analysis
- labeled data
- high dimensional data
- prior knowledge
- original data
- database
- probabilistic inference
- rare events
- missing data
- training examples
- computational intelligence
- small number