Instance-based data reduction for improved identification of difficult small classes.
Jorma LaurikkalaPublished in: Intell. Data Anal. (2002)
Keyphrases
- data reduction
- data compression
- data analysis
- instance selection
- feature selection
- data mining
- singular value decomposition
- preprocessing
- classification rules
- model selection
- knowledge discovery
- rough set theory
- knn
- database
- classification accuracy
- fuzzy logic
- small number
- optical flow
- training data
- high dimensionality
- clustering algorithm
- databases
- data sets