DAGger: clustering correlated uncertain data (to predict asset failure in energy networks).
Dan OlteanuSebastiaan J. van SchaikPublished in: KDD (2012)
Keyphrases
- uncertain data
- classical clustering algorithms
- uncertain objects
- uncertain databases
- clustering algorithm
- mining frequent itemsets
- clustering method
- data streams
- probabilistic xml
- k means
- frequent patterns
- probabilistic databases
- naive bayes classification
- spatial query processing
- data clustering
- uncertain data streams
- social networks
- spectral clustering
- data objects
- uncertain information
- complex networks
- multi dimensional
- probability distribution functions
- data sets
- network structure
- frequent itemsets
- data points
- data mining
- databases