Online Anomaly Detection of Streaming Data for Space Payloads Based on Improved GNG Algorithm.
Taisheng ZhengLei SongHaoran LiangBingjun GuoLili GuoPublished in: ICMSSP (2019)
Keyphrases
- anomaly detection
- streaming data
- learning algorithm
- negative selection algorithm
- k means
- similarity measure
- network anomaly detection
- intrusion detection
- network intrusion detection
- growing neural gas
- concept drifting data streams
- one class support vector machines
- anomalous behavior
- evolving data streams
- concept drift
- probabilistic model
- decision trees
- computer vision