Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale.
Honghan YeZiqian ZhengJing-Ru C. ChengBrock HableKaibo LiuPublished in: Int. J. Prod. Res. (2024)
Keyphrases
- data streams
- high dimensional
- distributed data streams
- real time
- monitoring system
- discussion forums
- online learning
- sliding window
- data sets
- sensor networks
- scale space
- dimensionality reduction
- metric space
- concept drift
- heavy hitters
- streaming data
- location information
- multi dimensional
- nearest neighbor
- similarity search
- low dimensional
- query optimization
- continuous queries
- sparse data
- data points
- stream data
- data stream mining