A statistical approach for clustering in streaming data.
Niloofar MozafariSattar HashemiAli HamzehPublished in: Artif. Intell. Res. (2014)
Keyphrases
- streaming data
- data streams
- streaming time series
- concept drift
- sliding window
- anomaly detection
- data distribution
- incremental clustering
- evolving data streams
- k means
- stream mining
- clustering algorithm
- mining data streams
- data streaming
- data points
- data stream mining
- massive data streams
- stream data
- semi supervised
- continuous data streams
- similarity search
- management system
- data mining tasks
- stream processing
- unsupervised learning
- query processing
- data structure
- text categorization
- database
- non stationary