Biclustering and classification analysis in gene expression using Nonnegative Matrix Factorization on multi-GPU systems.
Edgardo Mejía-RoaCarlos GarcíaJosé Ignacio GómezManuel PrietoFrancisco TiradoRubén NogalesAlberto D. Pascual-MontanoPublished in: ISDA (2011)
Keyphrases
- gene expression
- gene expression data
- microarray data
- nonnegative matrix factorization
- microarray
- microarray data analysis
- gene expression profiles
- functional genomics
- feature selection
- gene expression data analysis
- gene expression analysis
- dna microarray
- text classification
- pattern recognition
- image classification
- matrix factorization
- gene expression patterns
- gene regulatory networks
- biclustering algorithms
- machine learning
- colon cancer
- negative matrix factorization
- data representation
- high throughput
- supervised learning
- high dimensional
- data analysis
- information retrieval