Ensemble learning based assessment of the role of transcription factors in gene expression.
Suja SubramanianTina P. GeorgeJeslin GeorgeTessamma ThomasPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- gene expression
- ensemble learning
- transcription factors
- microarray
- binding sites
- gene expression data
- gene regulation
- ensemble methods
- biological processes
- regulatory networks
- microarray data
- dna sequences
- regulatory elements
- gene expression patterns
- dna binding
- gene selection
- component analysis
- high throughput
- gene expression profiles
- biological networks
- genome wide
- random forest
- saccharomyces cerevisiae
- differentially expressed genes
- data mining
- gene ontology
- computational biology
- benchmark datasets
- text mining
- training set
- machine learning