Representative clustering of uncertain data.
Andreas ZüfleTobias EmrichKlaus Arthur SchmidNikos MamoulisArthur ZimekMatthias RenzPublished in: KDD (2014)
Keyphrases
- uncertain data
- classical clustering algorithms
- uncertain objects
- mining frequent itemsets
- uncertain databases
- clustering method
- probabilistic xml
- probabilistic databases
- clustering algorithm
- data streams
- k means
- uncertain data streams
- uncertain information
- frequent patterns
- cluster analysis
- probability distribution functions
- naive bayes classification
- knowledge discovery
- unsupervised learning
- data clustering
- frequent itemsets
- categorical data
- arbitrary shape
- data objects
- spectral clustering
- real world
- outlier detection
- high dimensional data
- probability distribution
- data mining