Exposing and Characterizing Subpopulations of Distinctly Regulated Genes by K-Plane Regression.
Fabrizio FrascaMatteo MatteucciMarco J. MorelliMarco MasseroliPublished in: CIBB (2018)
Keyphrases
- regression model
- gene expression
- gene expression data
- microarray data
- linear regression
- regression problems
- locally weighted
- gene selection
- support vector regression
- regression method
- three dimensional
- microarray gene expression data
- gene networks
- gene expression profiles
- gene regulatory networks
- partial least squares
- gene ontology
- experimental conditions
- microarray
- biological processes
- evolutionary algorithm
- regression function
- gaussian processes
- microarray data analysis
- model selection
- candidate genes
- differentially expressed genes
- escherichia coli
- functional properties
- gene clusters
- gene expression analysis
- regression algorithm
- simple linear
- support vector