Mining Deviants in Time Series Data Streams.
S. MuthukrishnanRahul ShahJeffrey Scott VitterPublished in: SSDBM (2004)
Keyphrases
- data streams
- stream mining
- continuous data streams
- itemsets
- multiple data streams
- sliding window
- periodic patterns
- frequent itemsets
- data stream mining
- mining data streams
- closed frequent itemsets
- knowledge discovery
- mining frequent itemsets
- concept drift
- stream data
- data mining tasks
- data mining
- high speed data streams
- data sets
- data mining techniques
- mining algorithm
- dynamic time warping
- sequential patterns
- stream data mining
- data analysis
- stock market
- association rules
- text mining
- frequent closed itemsets
- sensor data
- web mining
- change detection
- streaming data
- frequent patterns
- association rule mining
- incoming data
- multivariate time series
- limited memory
- stream processing
- sequential pattern mining
- distributed data streams
- periodicity detection