A novel measure for data stream anomaly detection in a bio-surveillance system.
Albert Hung-Ren KoAnne-Laure JousselmePatrick MaupinPublished in: FUSION (2011)
Keyphrases
- anomaly detection
- surveillance system
- data streams
- streaming data
- behavior analysis
- video surveillance
- intrusion detection
- detecting anomalies
- anomalous behavior
- background subtraction
- network anomaly detection
- high dimensional data streams
- similarity measure
- network intrusion detection
- network traffic
- detect anomalies
- intrusion detection system
- cumulative sum
- computer vision
- one class support vector machines
- outlier detection
- multi class
- concept drift
- active learning
- high dimensional
- pattern recognition
- feature selection
- negative selection algorithm