Filter-wrapper approach to feature selection using RST-DPSO for mining protein function.
Shuzlina Abdul RahmanAzuraliza Abu BakarZeti-Azura Mohamed-HusseinPublished in: DMO (2009)
Keyphrases
- feature selection
- wrapper method
- protein function
- particle swarm optimization
- discrete particle swarm optimization
- protein sequences
- gene expression profiles
- gene selection
- text categorization
- support vector machine
- mutual information
- feature ranking
- swarm intelligence
- traveling salesman problem
- protein structure
- web service composition
- protein protein interactions
- pattern mining
- knowledge discovery
- feature space
- sequential patterns
- protein interaction
- high dimensionality
- data mining
- amino acids
- computational tools
- service selection
- protein structure prediction
- protein interaction networks
- vehicle routing problem
- gene ontology
- particle swarm optimization algorithm
- computational methods
- optimization methods
- microarray data
- gene expression
- data mining techniques
- multi objective
- data analysis
- genetic algorithm
- machine learning