Towards Burst Detection for Non-Stationary Stream Data.
Daniel KlanMarcel KarnstedtChristian PölitzKai-Uwe SattlerPublished in: LWA (2008)
Keyphrases
- non stationary
- stream data
- concept drift
- data streams
- sliding window
- streaming data
- change point detection
- detection algorithm
- adaptive algorithms
- object detection
- historical data
- sequential patterns
- detection of moving objects
- sensor data
- empirical mode decomposition
- historical stream data
- concept drifting
- stream data mining
- continuous queries
- efficient implementation
- network traffic
- anomaly detection
- multiresolution
- moving objects