Implicit Directed Acyclic Graphs (DAGs) for Parallel Outlier/Anomaly Detection Ensembles.
David MuhrMichael AffenzellerJosef KüngPublished in: AIAI (2) (2023)
Keyphrases
- directed acyclic graph
- anomaly detection
- novelty detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- equivalence class
- conditional independence
- random variables
- network intrusion detection
- directed graph
- network traffic
- causal models
- decision trees
- detecting anomalous
- structural learning
- detect anomalies
- one class support vector machines
- network anomaly detection
- outlier detection
- undirected graph
- equivalence classes
- intrusion detection system
- unsupervised learning
- independence relations
- text classification
- data mining
- cumulative sum