An Online Semi-supervised Active Learning Algorithm with Self-organiing Incremental Neural Network

摘要

An online semi-supervised active learning algorithm is proposed, which is based on self-organizing incremental neural network (SOINN). The proposed method do not need any priori knowledge such as number of nodes or number of classes; it can automatically