An online anomaly detection method for stream data using isolation principle and statistic histogram.
Zhiguo DingMinrui FeiDajun DuPublished in: Int. J. Model. Simul. Sci. Comput. (2015)
Keyphrases
- detection method
- stream data
- data streams
- network traffic
- detection algorithm
- sliding window
- face detection
- historical data
- anomaly detection
- sensor data
- concept drift
- intrusion detection
- support vector
- continuous queries
- sequential patterns
- supervised learning
- region detection
- stream data mining
- data sets
- historical stream data
- response time
- data structure
- image processing
- computer vision