A clustering-based hybrid approach for dual data reduction.
Saroj RatnooSeema RatheeJyoti AhujaPublished in: Int. J. Intell. Eng. Informatics (2018)
Keyphrases
- data reduction
- data compression
- machine learning and data mining
- instance selection
- preprocessing
- knowledge discovery
- representative subset
- classification rules
- data mining
- classification accuracy
- model selection
- data analysis
- feature selection
- singular value decomposition
- data quality
- high dimensionality
- multiresolution
- association rules
- rough set theory
- machine learning
- high dimensional
- feature space
- feature extraction
- computer vision
- artificial intelligence
- learning algorithm