An Approach to Data Reduction and Clustering with Theoretical Guarantees.
Partha NiyogiNarendra KarmarkarPublished in: ICML (2000)
Keyphrases
- data reduction
- theoretical guarantees
- data compression
- clustering algorithm
- data analysis
- high dimensionality
- preprocessing
- model selection
- feature selection
- classification rules
- knowledge discovery
- worst case
- singular value decomposition
- representative subset
- classification accuracy
- rough set theory
- least squares
- data mining
- neural network
- data sets
- dimensionality reduction
- data quality
- machine learning