Cluster Kernels: Resource-Aware Kernel Density Estimators over Streaming Data.
Christoph HeinzBernhard SeegerPublished in: IEEE Trans. Knowl. Data Eng. (2008)
Keyphrases
- streaming data
- kernel density estimators
- data streams
- concept drift
- anytime classification
- sliding window
- evolving data streams
- data distribution
- density estimation
- clustering algorithm
- anomaly detection
- probability models
- linear regression
- kernel function
- data sets
- machine learning
- high dimensional
- bayesian networks
- support vector
- ensemble methods
- change detection
- maximum likelihood
- text classification
- data points