A novel approach for mining emerging patterns in data streams.
Hamad AlhammadyPublished in: ISSPA (2007)
Keyphrases
- emerging patterns
- itemsets
- data streams
- frequent itemsets
- sparse data
- sliding window
- association rule mining
- mining algorithm
- data mining methods
- closed patterns
- subgroup discovery
- frequent itemset mining
- pattern mining
- data mining algorithms
- concept drift
- stream mining
- frequent patterns
- frequent pattern mining
- data sets
- data structure
- stream data
- rare class
- jumping emerging patterns
- interesting patterns
- streaming data
- mining frequent itemsets
- multi dimensional
- multiple data streams
- cost sensitive
- outlier detection
- knowledge discovery
- continuous data streams
- feature space