An Adaptive Sampling Strategy for Online Monitoring and Diagnosis of High-Dimensional Streaming Data.
Ana María Estrada GómezDan LiKamran PaynabarPublished in: Technometrics (2022)
Keyphrases
- streaming data
- sampling strategy
- network monitoring
- high dimensional
- data streams
- concept drift
- sliding window
- data distribution
- anomaly detection
- evolving data streams
- low dimensional
- multi dimensional
- data points
- similarity search
- sampling methods
- database
- high dimensional data
- knn
- classification accuracy
- pattern recognition
- image processing
- data mining