New data reduction algorithms based on the fusion of instance and feature selection.
Maciej KusyRoman ZajdelPublished in: Knowl. Based Syst. (2024)
Keyphrases
- data reduction
- feature selection
- instance selection
- data compression
- preprocessing
- learning algorithm
- feature selection algorithms
- high dimensionality
- classification accuracy
- model selection
- data analysis
- data mining
- dimensionality reduction
- nearest neighbor
- pattern recognition
- machine learning
- multi class
- computational intelligence
- support vector machine
- text categorization
- support vector
- data quality
- feature extraction
- clustering algorithm
- data sets