Constrained Gaussian Process Regression for Gene-Disease Association.
Oluwasanmi KoyejoCheng H. LeeJoydeep GhoshPublished in: ICDM Workshops (2013)
Keyphrases
- gaussian process regression
- complex diseases
- gene gene
- microarray
- disease genes
- gaussian process
- gaussian processes
- gene networks
- linkage disequilibrium
- covariance function
- candidate genes
- gene expression
- genome wide association studies
- gene ontology
- gene function
- gene sets
- single nucleotide polymorphisms
- gene expression data
- data sets
- high throughput
- probabilistic model
- genome wide
- gene selection
- higher order