The sparse data reduction engine: chopping sparse data one byte at a time.
Jonathan C. BeardPublished in: MEMSYS (2017)
Keyphrases
- sparse data
- data reduction
- high dimensional
- data compression
- feature selection
- high dimensionality
- data mining
- classification accuracy
- preprocessing
- dimensionality reduction
- classification rules
- knowledge discovery
- data analysis
- model selection
- random projections
- rough set theory
- multiscale
- image processing
- clustering algorithm
- data sets
- database systems
- image quality
- singular value decomposition
- data cube
- feature space
- machine learning
- feature extraction
- real world