On the distance concentration awareness of certain data reduction techniques.
Ata KabánPublished in: Pattern Recognit. (2011)
Keyphrases
- data reduction
- data compression
- preprocessing
- classification rules
- feature selection
- knowledge discovery
- data mining
- instance selection
- singular value decomposition
- model selection
- data analysis
- rough set theory
- data quality
- classification accuracy
- clustering algorithm
- high dimensionality
- compression algorithm
- machine learning
- representative subset
- least squares
- decision making
- computer vision
- genetic algorithm
- information retrieval
- real world