A Statistical µ-Partitioning Method for Clustering Data Streams.
Nam Hun ParkWon Suk LeePublished in: ISCIS (2003)
Keyphrases
- data streams
- clustering algorithm
- information theoretic
- cluster analysis
- k means
- clustering method
- outlier detection
- multiple data streams
- data points
- unsupervised learning
- sliding window
- hierarchical clustering
- streaming data
- data sets
- categorical data
- fuzzy clustering
- statistical models
- graph theoretic
- spectral clustering
- document clustering
- data distribution
- sensor data
- fuzzy c means
- concept drift
- self organizing maps
- high dimensional data
- statistical information
- association rules
- stream data
- neural network