Metric k-median clustering in insertion-only streams.
Vladimir BravermanHarry LangKeith LevinYevgeniy RudoyPublished in: Discret. Appl. Math. (2021)
Keyphrases
- distance metric
- clustering algorithm
- multiple data streams
- k means
- data clustering
- clustering method
- information theoretic
- cluster analysis
- hierarchical clustering
- categorical data
- data streams
- multi stream
- nearest neighbor classification
- graph theoretic
- data mining tasks
- unsupervised learning
- self organizing maps
- anomaly detection
- metric learning
- data points
- cluster ensemble
- normalized mutual information
- intra cluster
- distance function