Clustering and Density Estimation for Streaming Data using Volume Prototypes.
Maiko SatoMineichi KudoJun ToyamaPublished in: PRIS (2009)
Keyphrases
- density estimation
- streaming data
- data streams
- outlier detection
- mixture modeling
- sliding window
- concept drift
- mixture model
- probability density function
- density estimators
- anomaly detection
- parzen window
- data distribution
- density estimates
- clustering algorithm
- gaussian mixture model
- em algorithm
- data sets
- low dimensional
- principal component analysis
- active learning
- training set
- training data
- learning algorithm
- machine learning