Causal Difference Detection Using Bayesian Networks.
Tomoko MurakamiRyohei OriharaPublished in: PRICAI (2006)
Keyphrases
- bayesian networks
- causal relationships
- detection accuracy
- automatic detection
- detection method
- detection algorithm
- probabilistic reasoning
- false positives
- structure learning
- event detection
- detection rate
- causal independence
- probabilistic model
- false alarms
- expert knowledge
- causal discovery
- probability distribution
- causal networks
- probabilistic inference
- random variables
- graphical models
- chi square test
- influence diagrams
- intrusion detection
- computer vision
- anomaly detection