Clustering Heterogeneous Data Streams with Uncertainty over Sliding Window.
Houda HentechMohamed Salah GouiderAmine FarhatPublished in: MEDI (2013)
Keyphrases
- sliding window
- data streams
- outlier detection
- uncertain data
- multiple data streams
- stream data
- streaming data
- clustering algorithm
- streaming time series
- k means
- data stream mining
- change detection
- window size
- incremental clustering
- variable size
- concept drift
- space efficient
- limited memory
- fixed size
- mining data streams
- continuous queries
- high speed data streams
- data distribution
- sensor data
- sensor networks
- stream processing
- anomaly detection
- clustering method
- window sizes
- data sets
- pattern matching
- itemsets
- high dimensional data