A Systematic Review of Density Grid-Based Clustering for Data Streams.
Mustafa TareqElankovan A. SundararajanAaron HarwoodAzuraliza Abu BakarPublished in: IEEE Access (2022)
Keyphrases
- systematic review
- data streams
- clustering algorithm
- sliding window
- k means
- clustering method
- cluster analysis
- multiple data streams
- density based clustering algorithm
- empirical studies
- arbitrary shape
- outlier detection
- information theoretic
- data clustering
- spectral clustering
- hierarchical clustering
- data stream mining
- stream data
- stream mining
- detecting outliers
- association rules
- data mining
- image segmentation
- mining data streams
- concept drift
- density based clustering
- streaming data
- data points
- data sets
- data structure
- unsupervised learning
- sensor networks