Feature Selection for the Stored-grain Insects Based on PSO and SVM.
Hongtao ZhangHanping MaoPublished in: WKDD (2009)
Keyphrases
- feature selection
- support vector
- swarm intelligence
- particle swarm optimization pso
- support vector machine
- particle swarm optimization
- selected features
- knn
- particle swarm optimization algorithm
- particle swarm
- pso algorithm
- support vector machine svm
- optimization algorithm
- particle swarm optimisation
- feature ranking
- feature set
- multi class
- particle swarm optimizer
- machine learning
- mutual information
- text classification
- input features
- bayes classifier
- feature space
- feature extraction
- bio inspired
- text categorization
- database
- svm rfe
- svm classifier
- kernel function
- k nearest neighbor
- classification accuracy
- feature subset
- hybrid algorithm
- feature selection algorithms
- dimensionality reduction
- ant colony optimization
- model selection
- high dimension
- feature weighting
- data sets
- classification performances
- feature reduction
- genetic algorithm ga
- small sample
- multi objective
- simulated annealing
- feature vectors
- fitness function
- genetic algorithm
- microarray data
- support vector classification
- global optimization