GangGang Kou

Classifying With Adaptive Hyper-Spheres: An Incremental Classifier Based on Competitive Learning

2017 · IEEE Transactions on Systems Man and Cybernetics Systems

Nowadays, datasets are always dynamic and patterns in them are changing. Instances with different labels are intertwined and often linearly inseparable, which bring new challenges to traditional learning algorithms. This paper proposes adaptive hyper-sphere (AdaHS), …