Study on Class Incremental Learning Algorithm Based on Hyper-sphere Support Vector Machines
基于超球支持向量机的类增量学习算法研究

A new class incremental learning algorithm based on hyper-sphere support vector machines is proposed in this paper.For every class,hyper-sphere support vector machine is used to get the smallest hyper-sphere in feature space that contains most samples of a class,which can divide the class samples from others.In the process of class incremental learning,only are the samples that belong to the new incremental class trained.Therefore,the class incremental learning can be realized in a small set of samples and ...