Nonlinear subspace clustering by functional link neural networks

Long Shi, Lei Cao, Zhongpu Chen, Yu Zhao, Badong Chen

Abstract: Highlights•FLNNSC is computationally effective in exploiting the nonlinear relations among data points.•FLNNSC is capable of capturing local similarity, as well as avoiding the overfitting issue.•Our subsequent proposed CCSC method allows for a more comprehensive exploration of the data’s diverse features.