Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams.
Conor FahyShengxiang YangPublished in: IEEE Trans. Big Data (2022)
Keyphrases
- data streams
- stream clustering
- real time
- evolving data streams
- dynamically updated
- high level declarative
- clustering algorithm
- online learning
- visual tracking
- sensor networks
- sliding window
- data distribution
- streaming data
- dynamic environments
- data clustering
- multi dimensional data
- arbitrary shape
- fuzzy clustering
- multiple data streams
- cluster analysis
- kalman filter
- data mining
- neural network
- data sets
- data stream mining
- concept drift
- motion tracking
- subspace clustering
- hierarchical clustering
- document clustering
- motion model
- object tracking