Feature Selection in Life Science Classification: Metaheuristic Swarm Search.
Simon FongSuash DebXin-She YangJinyan LiPublished in: IT Prof. (2014)
Keyphrases
- metaheuristic
- search space
- feature selection
- life sciences
- search methods
- solution space
- classification accuracy
- simulated annealing
- tabu search
- search algorithm
- combinatorial optimization
- particle swarm optimization
- scatter search
- ant colony optimization
- variable neighborhood search
- machine learning
- optimal solution
- optimization problems
- feature space
- path relinking
- high dimensionality
- benchmark instances
- feature subset
- decision trees
- vehicle routing problem
- suboptimal solutions
- iterated local search
- neural network
- search procedure
- swarm intelligence
- traveling salesman problem
- scientific data
- microarray data
- genetic algorithm
- cost function
- data management
- data integration