Density Estimation Technique for Data Stream Classification.
Nittaya KerdprasopKittisak KerdprasopPublished in: DEXA Workshops (2006)
Keyphrases
- density estimation
- data stream classification
- concept drift
- data streams
- data stream mining
- outlier detection
- incremental learning
- mixture model
- probability density
- missing values
- probability density function
- nonparametric density estimation
- gaussian mixture model
- density function
- streaming data
- em algorithm
- parzen window
- sliding window
- density estimates
- high dimensional
- density estimators
- pattern recognition
- change detection
- data sets
- unsupervised learning
- information retrieval