AnyStreamKM: Anytime k-medoids Clustering for Streaming Data.
Jagat Sesh ChallaDhruv RawatNavneet GoyalPoonam GoyalPublished in: Big Data (2022)
Keyphrases
- streaming data
- streaming time series
- data streams
- concept drift
- anomaly detection
- sliding window
- clustering algorithm
- data stream mining
- evolving data streams
- incremental clustering
- massive data streams
- data streaming
- data clustering
- data distribution
- data mining tasks
- k means
- mining data streams
- continuous data streams
- stream mining
- data points
- hierarchical clustering
- learning algorithm
- similarity search
- unsupervised learning
- high dimensional data
- stream data
- continuous queries
- concept drifting data streams
- neural network