Inferring gene expression networks with hubs using a degree weighted Lasso approach.
Nurgazy SulaimanovSunil KumarFrédéric BurdetMark IbbersonMarco PagniHeinz KoepplPublished in: Bioinform. (2019)
Keyphrases
- gene expression
- biological networks
- microarray
- gene expression data
- microarray data
- gene expression data analysis
- gene regulation
- biological processes
- gene expression patterns
- gene expression profiles
- feature selection
- high throughput
- drosophila melanogaster
- gene networks
- network analysis
- functional genomics
- complex networks
- gene regulatory networks
- differentially expressed genes
- protein interaction
- gene expression data sets
- functional modules
- genomic data
- gene selection
- binding sites
- microarray datasets
- transcription factors
- variable selection
- network structure
- data sets
- community structure
- experimental conditions
- biological data