There and Back Again: On Applying Data Reduction Rules by Undoing Others.
Aleksander FigielVincent FroeseAndré NichterleinRolf NiedermeierPublished in: CoRR (2022)
Keyphrases
- data reduction
- classification rules
- data compression
- knowledge discovery
- preprocessing
- association rules
- data analysis
- rough set theory
- instance selection
- decision trees
- feature selection
- genetic programming
- model selection
- data mining
- representative subset
- singular value decomposition
- classification accuracy
- clustering algorithm
- decision rules
- fuzzy rules
- image quality
- pattern recognition
- data quality
- multiscale
- decision making
- data sets