A Theoretical Analysis of Data Reduction Using the Weber Quantizer.
Julius KammerlPeter HinterseerSubhasis ChaudhuriEckehard G. SteinbachPublished in: DCC (2008)
Keyphrases
- data reduction
- theoretical analysis
- data compression
- vector quantization
- preprocessing
- classification rules
- data analysis
- coding scheme
- knowledge discovery
- feature selection
- human perception
- instance selection
- singular value decomposition
- data mining
- high dimensionality
- rough set theory
- representative subset
- image compression
- artificial intelligence
- nearest neighbor
- classification accuracy
- genetic algorithm
- model selection
- learning algorithm
- bayesian networks
- data quality
- clustering algorithm
- data sets