A Distributed Approach for High-Dimensionality Heterogeneous Data Reduction.
Rania Mkhinini GaharOlfa ArfaouiMinyar Sassi HidriNejib Ben Hadj-AlouanePublished in: IEEE Access (2019)
Keyphrases
- data reduction
- high dimensionality
- high dimensional
- feature space
- feature selection
- high dimensional data
- dimensionality reduction
- microarray
- small sample size
- feature selection and classification
- class imbalance
- small number of samples
- data compression
- machine learning
- low dimensionality
- representative subset
- low dimensional
- real world
- training samples
- image data
- knowledge discovery
- preprocessing
- data analysis
- high quality
- feature extraction
- data mining