Two stages weighted sampling strategy for detecting the relation between gene expression and disease.
Chih-Chung YangWen-Shin LinChien-Pang LeeYungho LeuPublished in: Int. J. Data Min. Bioinform. (2015)
Keyphrases
- gene expression
- sampling strategy
- functional genomics
- differentially expressed genes
- microarray
- dna microarray
- gene expression data
- disease genes
- gene interactions
- microarray data
- gene expression patterns
- biological knowledge
- gene selection
- biological processes
- differential expression
- gene expression analysis
- binding sites
- gene expression profiles
- gene expression microarray data
- high throughput
- sampling methods
- genomic data
- biological networks
- high throughput technologies
- regulatory networks
- transcription factors
- high dimensionality
- nearest neighbor
- learning algorithm