Evolving relational hierarchical classification rules for predicting gene ontology-based protein functions.
Ricardo CerriRodrigo C. BarrosAlex Alves FreitasAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: GECCO (Companion) (2014)
Keyphrases
- classification rules
- protein function
- gene ontology
- interaction networks
- gene expression profiles
- protein interaction
- genetic programming
- decision trees
- microarray
- protein sequences
- protein interaction networks
- gene expression
- protein protein interactions
- protein structure
- computational methods
- classification algorithm
- high throughput
- systems biology
- nearest neighbor
- association rules
- amino acids
- fuzzy rules
- data sets
- gene expression data
- gene regulatory networks
- biological processes
- computational tools
- protein complexes
- genetic algorithm
- data mining