EM-Based Clustering Algorithm for Uncertain Data.
Naohiko KinoshitaYasunori EndoPublished in: KSE (2) (2013)
Keyphrases
- uncertain data
- clustering algorithm
- k means
- mining frequent itemsets
- expectation maximization
- uncertain databases
- data streams
- mixture model
- probabilistic xml
- probabilistic databases
- classical clustering algorithms
- uncertain information
- frequent patterns
- probability distribution functions
- uncertain data streams
- cluster analysis
- frequent itemsets
- gaussian mixture model
- unsupervised learning
- generative model
- em algorithm
- knowledge discovery
- probabilistic model
- maximum likelihood
- naive bayes classification
- clustering method
- nearest neighbor
- data structure
- image segmentation
- database
- data clustering
- arbitrary shape
- spatial query processing
- data sets