A Framework for Pattern Mining and Anomaly Detection in Multi-dimensional Time Series and Event Logs.
Len FeremansVincent VercruyssenWannes MeertBoris CuleBart GoethalsPublished in: NFMCP@PKDD/ECML (2019)
Keyphrases
- anomaly detection
- pattern mining
- unsupervised anomaly detection
- detect anomalies
- domain driven
- intrusion detection
- network intrusion detection
- anomalous behavior
- frequent pattern mining
- network traffic
- process model
- interesting patterns
- pattern discovery
- process mining
- event logs
- detecting anomalies
- unsupervised learning
- multi dimensional time series
- data mining
- data mining methods
- intrusion detection system
- sequential patterns
- text classification
- data mining techniques
- genetic algorithm
- databases