Novel Density-Based Clustering Algorithms for Uncertain Data.
Xianchao ZhangHan LiuXiaotong ZhangXinyue LiuPublished in: AAAI (2014)
Keyphrases
- uncertain data
- clustering algorithm
- density based clustering
- k means
- arbitrary shape
- mining frequent itemsets
- uncertain databases
- clustering method
- density based clustering algorithm
- probabilistic databases
- subspace clustering
- data clustering
- naive bayes classification
- probabilistic xml
- data streams
- frequent patterns
- uncertain information
- spatial query processing
- cluster analysis
- knowledge discovery
- uncertain data streams
- outlier detection
- frequent itemsets
- classical clustering algorithms
- probability distribution functions
- real world
- mining frequent patterns
- em algorithm
- multi dimensional
- data sets