Clustering Data Streams.
Sudipto GuhaNina MishraRajeev MotwaniLiadan O'CallaghanPublished in: FOCS (2000)
Keyphrases
- data streams
- sliding window
- k means
- clustering algorithm
- multiple data streams
- data sets
- clustering method
- data points
- outlier detection
- unsupervised learning
- graph theoretic
- streaming data
- hierarchical clustering
- cluster analysis
- dynamic programming
- categorical data
- high dimensional data
- sensor networks
- change detection
- data objects
- semi supervised
- fuzzy clustering
- concept drift
- learning algorithm
- limited memory
- continuous data streams
- anomaly detection