Using Deep Learning to Classify Class Imbalanced Gene-Expression Microarrays Datasets.
A. Reyes-NavaH. Cruz-ReyesRoberto AlejoEréndira Rendón LaraAllan Antonio Flores FuentesEverardo Efrén Granda GutiérrezPublished in: CIARP (2018)
Keyphrases
- gene expression
- learning to classify
- class imbalanced
- microarray
- microarray datasets
- gene expression data
- gene expression profiles
- microarray data
- gene expression analysis
- gene expression patterns
- experimental conditions
- class imbalance
- biological processes
- binding sites
- functional genomics
- instance selection
- text classification
- data sets
- dna microarray
- gene expression levels
- gene selection
- high dimensionality
- high throughput
- neural network
- microarray data analysis
- information extraction
- data analysis