Partition-Based Clustering with Sliding Windows for Data Streams.
Jonghem YounJihun ChoiJunho ShimSang-goo LeePublished in: DASFAA (2) (2017)
Keyphrases
- data mining
- sliding window
- data streams
- multiple data streams
- clustering algorithm
- streaming data
- fixed size
- stream data
- window size
- walsh hadamard transform
- sensor networks
- space efficient
- continuous queries
- limited memory
- data distribution
- data sets
- high dimensional data
- concept drift
- sensor data
- itemsets
- database
- frequent itemsets
- closed frequent itemsets
- window sizes
- mining data streams
- high speed data streams
- generative model