Novel approach for incremental learning using ensemble of SVMs with particle swarm optimization.
Aditya GuptaKunal GusainDeepika KumarPublished in: ICIIS (2016)
Keyphrases
- incremental learning
- particle swarm optimization
- batch mode
- support vector
- majority voting
- feature selection
- training set
- pso algorithm
- ensemble learning
- generalization ability
- incremental learning algorithm
- multi objective
- regression problems
- supervised learning
- training data
- ensemble methods
- fuzzy artmap
- feature ranking
- support vector machine
- multi class
- particle swarm optimization pso
- kernel function
- neural network
- semi supervised
- svm classifier
- machine learning
- random forests
- learning process
- ensemble classifier
- classifier ensemble
- support vector machine svm
- batch learning
- neural learning
- genetic algorithm
- learning algorithm
- test set
- knn
- feature vectors
- hyperplane
- training samples
- data mining