Incremental and Adaptive Clustering Stream Data over Sliding Window.
Xuan-Hong DangVincent C. S. LeeWee Keong NgKok-Leong OngPublished in: DEXA (2009)
Keyphrases
- stream data
- sliding window
- data streams
- incremental clustering
- clustering algorithm
- streaming time series
- concept drift
- fixed size
- streaming data
- data stream mining
- window size
- mining data streams
- unsupervised learning
- historical data
- multi dimensional
- stream processing
- limited memory
- database
- fixed width
- stream mining
- continuous queries
- data mining tasks
- sensor data
- anomaly detection
- closed frequent itemsets