AdaHash: hashing-based scalable, adaptive hierarchical clustering of streaming data on Mapreduce frameworks.
Dean TefferRavi SrinivasanJoydeep GhoshPublished in: Int. J. Data Sci. Anal. (2019)
Keyphrases
- hierarchical clustering
- streaming data
- data streams
- concept drift
- clustering method
- sliding window
- stream processing
- incremental clustering
- evolving data streams
- stream mining
- data distribution
- hierarchical clustering algorithm
- massive data streams
- data stream mining
- clustering algorithm
- single link
- single linkage
- stream data
- non stationary
- anomaly detection
- image registration
- machine learning
- partitional clustering
- hierarchical clustering algorithms
- data sets