Similarity-Based Data Reduction and Classification.
Gongde GuoHui WangDavid A. BellZhining LiaoPublished in: MSRAS (2004)
Keyphrases
- data reduction
- classification rules
- classification accuracy
- data compression
- instance selection
- representative subset
- preprocessing
- feature selection
- high dimensionality
- decision trees
- knowledge discovery
- data mining
- pattern recognition
- model selection
- image processing
- feature space
- computer vision
- feature vectors
- supervised learning
- class labels
- dimensionality reduction
- data sets
- rough set theory
- decision rules
- high quality
- high dimensional
- association rules
- bayesian networks