Novel Data Reduction Based on Statistical Similarity.
Dongeun LeeAlex SimJaesik ChoiKesheng WuPublished in: SSDBM (2016)
Keyphrases
- data reduction
- data compression
- similarity measure
- data analysis
- classification rules
- instance selection
- feature selection
- preprocessing
- representative subset
- knowledge discovery
- rough set theory
- classification accuracy
- dimensionality reduction
- model selection
- data mining
- neural network
- k nearest neighbor
- high dimensionality
- database
- learning algorithm