Identifying disease genes from gene expression data based on singular value decomposition.
Huanping ZhangXiaofeng SongXiaobai ZhangPublished in: BMEI (2011)
Keyphrases
- singular value decomposition
- gene expression data
- disease genes
- gene expression
- microarray
- data matrix
- microarray data
- singular values
- least squares
- dimensionality reduction
- gene selection
- low rank
- data sets
- genomic data
- principal component analysis
- high dimensionality
- gene expression profiles
- feature selection
- gene regulatory networks
- high dimensional data
- gene networks
- biological processes
- pattern recognition
- high throughput
- pairwise
- transcription factors
- data mining
- experimental conditions
- information retrieval
- co occurrence
- image processing