Two step clustering for data reduction combining DBSCAN and k-means clustering.
Bart J. J. KremersAaron HoJonathan CitrinKarel L. van de PlasschePublished in: CoRR (2021)
Keyphrases
- data reduction
- clustering algorithm
- k means
- clustering method
- data clustering
- cluster analysis
- data compression
- spectral clustering
- density based clustering algorithm
- density based clustering
- preprocessing
- instance selection
- instance level constraints
- model selection
- knowledge discovery
- data analysis
- spatial clustering
- classification accuracy
- representative subset
- data mining
- high dimensionality
- feature selection
- categorical data
- rough set theory
- decision rules
- dimensionality reduction
- data sets