Hierarchical classification of protein function with ensembles of rules and particle swarm optimisation.
Nicholas HoldenAlex Alves FreitasPublished in: Soft Comput. (2009)
Keyphrases
- hierarchical classification
- particle swarm optimisation
- protein function
- hierarchical structure
- optimisation problems
- protein sequences
- optimization algorithm
- text classification
- classification algorithm
- pso algorithm
- feature selection
- evolution strategy
- fitness function
- association rules
- protein protein interactions
- genetic algorithm ga
- protein structure
- decision trees
- global optimization
- computational methods
- amino acids
- search capabilities
- particle swarm optimization
- knn
- genetic algorithm
- search engine
- gene ontology
- global search
- bayesian networks
- neural network
- multi objective
- k nearest neighbor
- classification accuracy