Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains.
Szymon BobekKamil JurekPublished in: IDEAL (2) (2018)
Keyphrases
- attribute values
- causal graph
- false alarms
- detection algorithm
- object detection
- detection method
- causal models
- real world
- false positives
- data streams
- rule sets
- automatic detection
- detection accuracy
- unsupervised learning
- active learning
- class labels
- training data
- transactional data
- multi stream
- causal reasoning
- induction algorithms
- streaming data
- cross domain
- detection rate
- application domains
- unlabeled data
- labeled data
- bayesian networks