DEMass: a new density estimator for big data.
Kai Ming TingTakashi WashioJonathan R. WellsFei Tony LiuSunil AryalPublished in: Knowl. Inf. Syst. (2013)
Keyphrases
- big data
- density estimators
- density estimation
- kernel density estimator
- data streams
- cloud computing
- decision boundary
- density function
- data management
- data analysis
- data processing
- big data analytics
- social media
- knowledge discovery
- parzen window
- business intelligence
- mixture model
- data reduction
- data science
- outlier detection
- em algorithm
- reduced set
- density estimates
- data warehousing
- probability density
- probability density function
- mutual information
- pattern classification
- database