Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles.
Jelena FiosinaMaksims FiosinsStefan BonnPublished in: CoRR (2019)
Keyphrases
- random forest
- expression profiles
- microarray
- gene expression profiles
- gene expression
- gene networks
- gene sets
- fold cross validation
- gene expression data
- meta analysis
- differentially expressed
- protein protein interactions
- decision trees
- microarray data
- sequence data
- microarray datasets
- high throughput
- gene regulatory networks
- genome wide
- cancer classification
- feature set
- ensemble methods
- feature ranking
- regulatory networks
- high dimensionality
- clustering analysis
- multi label
- binding sites
- gene selection
- naive bayes
- gene ontology
- biological processes
- pairwise
- experimental conditions
- transcription factors
- feature selection
- biological data
- high dimensional
- object recognition