Probabilistic k-Median Clustering in Data Streams.
Christiane LammersenMelanie SchmidtChristian SohlerPublished in: Theory Comput. Syst. (2015)
Keyphrases
- data streams
- k means
- clustering algorithm
- multiple data streams
- hierarchical clustering
- outlier detection
- sliding window
- clustering method
- probabilistic model
- sensor networks
- information theoretic
- minimum message length
- document clustering
- uncertain data
- bayesian networks
- uncertain data streams
- stream clustering
- streaming data
- data sets
- categorical data
- concept drift
- unsupervised learning
- spectral clustering
- density based clustering
- evolving data streams
- data streaming
- cluster analysis
- itemsets
- database systems