A Hierarchical Nonlinear Discriminant Classifier Trained Through an Evolutionary Algorithm.
Ziauddin UrsaniDavid W. CornePublished in: BDCA (2018)
Keyphrases
- evolutionary algorithm
- svm classifier
- training set
- hierarchical classification
- multi objective
- training process
- differential evolution
- evolutionary computation
- training data
- learning classifier systems
- multi layer perceptron
- support vector machine
- supervised training
- feature space
- fitness function
- auto associative
- support vector
- feature selection
- genetic algorithm
- discriminant analysis
- neural network
- classification process
- learning algorithm
- classification method
- linear classifiers
- hierarchical structure
- echo state networks
- image classification
- coarse to fine
- mutation operator
- data sets
- class labels
- kernel function
- training samples
- function optimization
- kernel principal component analysis
- single feature
- classifier training
- principal component analysis
- feature vectors
- dependent features
- generalized discriminant analysis