Anomaly and Degradation Detection Using Subspace Tracking in Streaming Data.
Kyungduck ChaCarol SadekZohreh AsgharzadehPublished in: IEEE BigData (2020)
Keyphrases
- streaming data
- anomaly detection
- data streams
- concept drift
- sliding window
- intrusion detection
- data stream mining
- mining data streams
- data distribution
- neural network
- massive data streams
- data streaming
- evolving data streams
- particle filter
- principal component analysis
- change detection
- continuous queries
- streaming time series
- incoming data
- stream mining
- network traffic
- stream processing
- high dimensional
- object recognition
- stream data
- intrusion detection system
- dimensionality reduction
- training data