Clustering Data Streams: Theory and Practice.
Sudipto GuhaAdam MeyersonNina MishraRajeev MotwaniLiadan O'CallaghanPublished in: IEEE Trans. Knowl. Data Eng. (2003)
Keyphrases
- data streams
- multiple data streams
- sliding window
- clustering algorithm
- k means
- clustering method
- outlier detection
- data sets
- theoretical insights
- hierarchical clustering
- self organizing maps
- theoretical framework
- computational model
- unsupervised learning
- frequent itemsets
- real world
- graph theoretic
- categorical data
- website
- spectral clustering
- information theoretic
- fuzzy clustering
- data distribution
- theoretical basis
- sensor networks
- stream data
- general theory
- data stream mining
- data mining
- anomaly detection