Matrix factorization for transcriptional regulatory network inference.
Michael F. OchsElana J. FertigPublished in: CIBCB (2012)
Keyphrases
- regulatory networks
- matrix factorization
- collaborative filtering
- gene expression
- microarray
- recommender systems
- gene expression data
- gene regulatory networks
- negative matrix factorization
- factorization methods
- computational biology
- missing data
- biological data
- systems biology
- microarray data
- bayesian inference
- gene regulation
- saccharomyces cerevisiae
- high throughput
- factor analysis
- transcription factors
- dynamic bayesian networks
- genetic networks
- protein protein interactions
- biological systems
- probabilistic inference
- bayesian networks
- least squares
- data analysis
- machine learning