Clustering Uncertain Data Via K-Medoids.
Francesco GulloGiovanni PontiAndrea TagarelliPublished in: SUM (2008)
Keyphrases
- uncertain data
- classical clustering algorithms
- uncertain objects
- uncertain databases
- clustering algorithm
- mining frequent itemsets
- probabilistic xml
- probabilistic databases
- k means
- data streams
- clustering method
- frequent patterns
- data clustering
- knowledge discovery
- probability distribution functions
- naive bayes classification
- uncertain data streams
- uncertain information
- categorical data
- data mining tasks
- real world
- data objects
- unsupervised learning
- machine learning
- arbitrary shape
- spectral clustering
- spatial query processing
- data points