Sensitivity Sampling Over Dynamic Geometric Data Streams with Applications to k-Clustering.
Zhao SongLin F. YangPeilin ZhongPublished in: CoRR (2018)
Keyphrases
- data streams
- clustering algorithm
- dynamic environments
- sliding window
- clustering method
- sensitivity analysis
- multiple data streams
- random sampling
- outlier detection
- information theoretic
- data clustering
- data sets
- monte carlo
- sensor data
- non stationary
- sensor networks
- k means
- spectral clustering
- fuzzy clustering
- concept drift
- categorical data
- streaming data
- high sensitivity
- stream clustering
- high level declarative