There and Back Again: On Applying Data Reduction Rules by Undoing Others.
Aleksander FigielVincent FroeseAndré NichterleinRolf NiedermeierPublished in: ESA (2022)
Keyphrases
- data reduction
- classification rules
- data compression
- association rules
- model selection
- preprocessing
- data mining
- representative subset
- genetic programming
- data analysis
- classification accuracy
- decision trees
- rough set theory
- feature selection
- knowledge discovery
- classification algorithm
- singular value decomposition
- data quality
- instance selection
- nearest neighbor
- dimensionality reduction
- multiscale
- training data
- learning algorithm
- neural network