Nonparametric Detection of Anomalous Data Streams.
Shaofeng ZouYingbin LiangH. Vincent PoorXinghua ShiPublished in: IEEE Trans. Signal Process. (2017)
Keyphrases
- data streams
- anomaly detection
- change detection
- sliding window
- data driven
- detecting anomalous
- detection algorithm
- automatic detection
- object detection
- detection method
- false positives
- data sets
- false alarms
- stream data
- sensor networks
- detection accuracy
- streaming data
- concept drift
- sensor data
- data distribution
- detection rate
- event detection
- database
- face detection
- detect anomalies
- real time