Cascades of evolutionary support vector machines.
Wojciech DudzikJakub NalepaMichal KawulokPublished in: GECCO Companion (2022)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- genetic algorithm
- logistic regression
- classification accuracy
- cross validation
- moving target defense
- multi class classification
- generalization ability
- hyperplane
- real time
- loss function
- kernel function
- multi class
- support vector machine
- evolutionary computation
- kernel methods
- decision function
- binary classification
- machine learning
- learning algorithm
- generalization bounds
- evolutionary optimization
- evolutionary process
- maximum margin
- artificial intelligence
- similarity measure
- support vector regression
- active learning
- multi objective
- online social networks
- genetic programming