Hadoop Data Reduction Framework: Applying Data Reduction at the DFS Layer.
Ryan Nathanael Soenjoto WidodoHirotake AbeKazuhiko KatoPublished in: IEEE Access (2021)
Keyphrases
- data reduction
- data compression
- instance selection
- feature selection
- data analysis
- rough set theory
- preprocessing
- representative subset
- knowledge discovery
- classification accuracy
- high dimensionality
- classification rules
- singular value decomposition
- semi supervised learning
- model selection
- dimensionality reduction
- image processing
- data mining
- data sets
- data quality
- training set
- computer vision