Recent Advances in Practical Data Reduction.
Faisal N. Abu-KhzamSebastian LammMatthias MnichAlexander NoeChristian SchulzDarren StrashPublished in: CoRR (2020)
Keyphrases
- recent advances
- data reduction
- data compression
- preprocessing
- feature selection
- researchers and practitioners
- data analysis
- rough set theory
- data mining
- classification accuracy
- representative subset
- model selection
- knowledge discovery
- instance selection
- high dimensionality
- classification rules
- singular value decomposition
- dimensionality reduction
- high quality
- data sets
- feature extraction
- artificial intelligence
- real world
- databases