Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles.
Jelena FiosinaMaksims FiosinsStefan BonnPublished in: ISBRA (2019)
Keyphrases
- expression profiles
- random forest
- microarray
- gene expression profiles
- gene expression
- gene networks
- gene sets
- fold cross validation
- protein protein interactions
- gene expression data
- meta analysis
- genome wide
- decision trees
- microarray data
- sequence data
- differentially expressed
- high throughput
- cancer classification
- gene regulatory networks
- microarray datasets
- ensemble methods
- gene selection
- feature set
- binding sites
- regulatory networks
- high dimensionality
- clustering analysis
- transcription factors
- multi label
- data sets
- machine learning
- base classifiers
- pairwise
- experimental conditions
- training set
- image features
- feature space
- prediction accuracy
- data mining