Continuous Trend-Based Clustering in Data Streams.
Maria KontakiApostolos N. PapadopoulosYannis ManolopoulosPublished in: DaWaK (2008)
Keyphrases
- data streams
- clustering method
- clustering algorithm
- sliding window
- outlier detection
- multiple data streams
- continuous data
- k means
- hierarchical clustering
- data sets
- graph theoretic
- categorical data
- concept drift
- data distribution
- change detection
- document clustering
- data clustering
- information theoretic
- data structure
- self organizing maps
- dynamic programming
- data stream mining
- stream mining
- load shedding
- detecting outliers
- data points