An efficient implementation of geometric semantic genetic programming for anticoagulation level prediction in pharmacogenetics.
Mauro CastelliDavide CastaldiLeonardo VanneschiIlaria GiordaniFrancesco ArchettiDaniele MaccagnolaPublished in: GECCO (Companion) (2013)
Keyphrases
- genetic programming
- prediction accuracy
- semantic level
- financial forecasting
- fitness function
- evolutionary computation
- evolutionary algorithm
- higher level
- semantic web
- symbolic regression
- gene expression programming
- regression problems
- levels of abstraction
- prediction model
- grammar guided genetic programming
- prediction algorithm
- semantic analysis
- semantic information
- natural language
- semantic features
- object level
- prediction error
- semantic representation
- database
- semantic annotation
- domain ontology
- case study