A novel data reduction technique.
Robert F. ErbacherAnupama BiswasTrent CameronPublished in: CSIIRW (2011)
Keyphrases
- data reduction
- data compression
- machine learning and data mining
- preprocessing
- rough set theory
- model selection
- singular value decomposition
- data analysis
- knowledge discovery
- data mining
- instance selection
- feature selection
- high dimensionality
- classification accuracy
- classification rules
- representative subset
- dimensionality reduction
- pattern recognition
- rough sets
- high dimensional
- high quality
- clustering algorithm
- machine learning
- databases