Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data.
Henry OgoeShyam VisweswaranXinghua LuVanathi GopalakrishnanPublished in: BMC Bioinform. (2015)
Keyphrases
- classification rules
- gene expression data
- knowledge transfer
- gene expression
- microarray
- genetic programming
- knowledge sharing
- microarray data
- nearest neighbor
- decision trees
- gene expression analysis
- feature selection
- association rules
- high dimensionality
- high dimensional data
- classification algorithm
- data sets
- transfer learning
- subgroup discovery
- rule discovery
- gene selection
- gene ontology terms
- gene regulatory networks
- high dimensional
- human experts
- feature space
- similarity measure
- dimensionality reduction
- information retrieval