Social network Analysis-based classifier (SNAc): A case study on time course gene expression data.
Serkan ÜçerYunuscan KocakTansel ÖzyerReda AlhajjPublished in: Comput. Methods Programs Biomed. (2017)
Keyphrases
- social network analysis
- gene expression data
- feature selection
- gene expression
- microarray
- social networks
- network analysis
- microarray data
- data sets
- gene expression data analysis
- gene expression analysis
- analysis of gene expression data
- training data
- high dimensionality
- feature set
- decision trees
- complex networks
- gene expression datasets
- key players
- gene expression profiles
- link prediction
- gene regulatory networks
- communication patterns
- graph theory
- feature space
- support vector machine
- high dimensional
- gene expression profiling
- high dimensional data
- training set
- dna microarray
- gene selection
- high throughput
- dimensionality reduction
- nearest neighbor