A novel online incremental and decremental learning algorithm based on variable support vector machine.
Yuantao ChenJie XiongWeihong XuJingwen ZuoPublished in: Clust. Comput. (2019)
Keyphrases
- learning algorithm
- support vector machine
- batch mode
- training data
- online learning
- generalization ability
- incremental learning
- machine learning
- maximum margin
- learning process
- online algorithms
- machine learning algorithms
- multi class
- svm classifier
- sliding window
- k nearest neighbor
- artificial neural networks
- support vector
- learning scheme
- classification algorithm
- multi class support vector machines
- supervised learning
- training examples
- real time
- active learning
- feature vectors
- reinforcement learning
- bayesian networks
- decision trees
- data mining