Sparse Linear Centroid-Encoder: A Biomarker Selection tool for High Dimensional Biological Data.
Tomojit GhoshKarim KarimovMichael KirbyPublished in: BIBM (2023)
Keyphrases
- biological data
- sparse linear
- high dimensional
- microarray data
- gene expression data
- high throughput
- mining graph data
- data analysis
- least squares
- statistical methods
- data points
- knowledge discovery
- low dimensional
- gene expression
- similarity search
- low rank
- data integration
- data sources
- data sets
- nearest neighbor
- variable selection
- pattern recognition
- metabolic networks
- image sequences
- feature selection
- model selection
- high dimensionality
- data model
- sparse matrix