An Insight on the 'Large G, Small n' Problem in Gene-Expression Microarray Classification.
Vicente GarcíaJosé Salvador SánchezLaura Cleofas-SánchezHumberto de Jesús Ochoa DomínguezFrancisco López-OrozcoPublished in: IbPRIA (2017)
Keyphrases
- gene expression
- microarray classification
- microarray data
- gene selection
- microarray
- gene expression data
- microarray datasets
- gene expression data analysis
- gene expression profiles
- gene expression patterns
- gene regulation
- dna microarray
- biological processes
- gene ontology
- biological data
- high throughput
- machine learning algorithms
- binding sites
- regulatory networks
- multi task
- pattern recognition
- machine learning
- mutual information
- similarity measure