Data Stream Clustering: An In-depth Empirical Study.
Xin WangZhengru WangZhenyu WuShuhao ZhangXuanhua ShiLi LuPublished in: Proc. ACM Manag. Data (2023)
Keyphrases
- empirical studies
- data streams
- empirical analysis
- sliding window
- clustering algorithm
- clustering method
- real world data sets
- k means
- depth information
- data clustering
- document clustering
- streaming data
- change detection
- outlier detection
- cluster analysis
- hierarchical clustering
- concept drift
- categorical data
- anomaly detection
- uci datasets
- multiple data streams
- data sets
- data points
- stream data
- data objects