Data stream analytics and mining in the cloud.
Ismail AriErdi OlmezogullariÖmer Faruk ÇelebiPublished in: CloudCom (2012)
Keyphrases
- data streams
- data analytics
- transactional data
- cloud computing
- stream mining
- closed frequent itemsets
- continuous data streams
- data mining
- data stream mining
- frequent itemsets
- sliding window
- multiple data streams
- frequent closed itemsets
- itemsets
- mining frequent itemsets
- text mining
- mining data streams
- streaming data
- change detection
- business intelligence
- big data
- data mining algorithms
- web mining
- data sets
- space efficient
- learning analytics
- mining algorithm
- data mining methods
- frequent patterns
- association rule mining
- data center
- stream data
- data mining techniques
- distributed data streams
- multi dimensional
- predictive modeling
- knowledge discovery
- association rules
- mining of frequent itemsets
- multi dimensional data
- visual analytics
- limited memory
- continuous queries
- sequential pattern mining
- data mining applications
- pattern mining
- sequential patterns
- outlier detection
- databases