Anomaly detection on data streams for machine condition monitoring.
Tobias BrandtMarco GrawunderHans-Jürgen AppelrathPublished in: INDIN (2016)
Keyphrases
- anomaly detection
- condition monitoring
- data streams
- streaming data
- vibration signal
- intrusion detection
- high dimensional data streams
- detecting anomalies
- fault detection
- acoustic emission
- anomalous behavior
- fault diagnosis
- network traffic
- network intrusion detection
- intrusion detection system
- one class support vector machines
- sliding window
- data sets
- detect anomalies
- unsupervised anomaly detection
- detecting anomalous
- concept drift
- behavior analysis
- negative selection algorithm
- network anomaly detection
- network intrusion
- cumulative sum
- image segmentation
- malware detection
- outlier detection
- expert systems