An Anomaly Detection Approach Based on Isolation Forest Algorithm for Streaming Data Using Sliding Window.
Zhiguo DingMinrui FeiPublished in: ICONS (2013)
Keyphrases
- streaming data
- sliding window
- anomaly detection
- data streams
- fixed size
- window size
- negative selection algorithm
- concept drift
- high speed data streams
- k means
- intrusion detection
- stream data
- learning algorithm
- network traffic
- probabilistic model
- data distribution
- sensor data
- detecting anomalies
- anomalous behavior
- one class support vector machines
- similarity measure
- face recognition