Clustering Data Streams with Adaptive Forgetting.
Gopi Chand NutakkiOlfa NasraouiPublished in: BigData Congress (2017)
Keyphrases
- data streams
- sliding window
- clustering algorithm
- multiple data streams
- clustering method
- sensor networks
- outlier detection
- k means
- streaming data
- change detection
- unsupervised learning
- concept drift
- cluster analysis
- anomaly detection
- information theoretic
- data sets
- data clustering
- document clustering
- data objects
- similarity function
- self organizing maps
- categorical data
- data mining tasks
- frequent itemsets
- continuous queries
- graph theoretic
- incoming data
- continuous data streams
- data points