Nonparametric Sequential Clustering of Data Streams with Composite Distributions.
Sreeram C. SreenivasanSrikrishna BhashyamPublished in: Signal Process. (2023)
Keyphrases
- data streams
- k means
- clustering method
- clustering algorithm
- outlier detection
- unsupervised learning
- multiple data streams
- information theoretic
- sensor networks
- data driven
- self organizing maps
- sliding window
- fuzzy clustering
- clusters of arbitrary shapes
- document clustering
- stream data
- continuous data streams
- cluster analysis
- data sets
- data distribution
- random variables
- anomaly detection
- data mining
- hierarchical clustering
- density estimation
- streaming data
- multi dimensional
- density based clustering
- data points
- dirichlet process mixture models
- probability distribution