Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams.
Min XuHisao IshibuchiXin GuShitong WangPublished in: Frontiers Comput. Sci. (2014)
Keyphrases
- kernel density estimation
- fixed number
- kernel density estimator
- data streams
- mean shift
- probability density function
- density function
- density estimation
- object segmentation
- higher dimensional
- data sets
- finite number
- data mining
- higher order
- association rules
- probability density
- similarity measure
- density estimates
- density estimators