Large margin clustering on uncertain data by considering probability distribution similarity.
Lei XuQinghua HuEdward HungBaowen ChenXu TanChangrui LiaoPublished in: Neurocomputing (2015)
Keyphrases
- uncertain data
- probability distribution
- classical clustering algorithms
- uncertain objects
- uncertain databases
- similarity function
- probability density function
- probabilistic xml
- uncertain time series
- clustering algorithm
- similarity join
- k means
- clustering method
- mining frequent itemsets
- similarity measure
- naive bayes classification
- data streams
- probabilistic databases
- knowledge discovery
- uncertain information
- frequent patterns
- probability distribution functions
- data clustering
- distance measure
- data mining
- uncertain data streams
- similarity matching
- distance computation
- similar objects
- formal semantics
- data objects
- frequent itemsets
- bayesian networks
- database
- high dimensional data