Data Stream Summarization by On-Line Histograms Clustering.
Antonio BalzanellaLidia RivoliRosanna VerdePublished in: EGC (2011)
Keyphrases
- data streams
- clustering algorithm
- clustering method
- multiple data streams
- sliding window
- outlier detection
- k means
- data clustering
- multi dimensional
- multi dimensional data
- stream clustering
- unsupervised learning
- data points
- change detection
- cluster analysis
- fuzzy clustering
- frequent closed itemsets
- concept drift
- information theoretic
- hierarchical clustering
- anomaly detection
- data distribution
- multi document summarization
- transactional data
- self organizing maps
- data analysis
- massive data streams
- data structure