Mining emerging patterns by streaming feature selection.
Kui YuWei DingDan A. SimoviciXindong WuPublished in: KDD (2012)
Keyphrases
- emerging patterns
- feature selection
- itemsets
- sparse data
- frequent itemsets
- subgroup discovery
- closed patterns
- data mining methods
- data streams
- frequent pattern mining
- jumping emerging patterns
- rare class
- feature set
- high dimensionality
- mining algorithm
- feature subset
- attribute oriented induction
- association rule mining
- pattern mining
- data sets
- text categorization
- text classification
- multi class
- support vector machine
- classification accuracy
- high dimensional
- support vector
- databases
- attribute values
- dimensionality reduction
- feature selection algorithms
- streaming data
- association rules
- machine learning