Weighted kNNModel-Nased Data Reduction and Classification.
Xuming HuangGongde GuoDaniel NeaguTianqiang HuangPublished in: FSKD (1) (2007)
Keyphrases
- data reduction
- classification accuracy
- data compression
- classification rules
- instance selection
- preprocessing
- feature selection
- high dimensionality
- pattern recognition
- model selection
- knowledge discovery
- machine learning
- decision trees
- data analysis
- representative subset
- singular value decomposition
- support vector
- clustering algorithm
- genetic algorithm
- data mining
- neural network
- nearest neighbor
- multiple instance learning
- multiresolution
- text classification
- text mining
- support vector machine
- active learning
- data sets
- evolutionary algorithm
- multiscale
- high quality
- feature extraction
- databases