Two unsupervised spectral feature selection algorithms are proposed in this paper. They group features using advanced Self-Tuning spectral clustering algorithm based on local standard deviation ...

Unsupervised feature selection algorithms are the right way to deal with this challenge and realize the task, especially in the big data era. However, the available unsupervised feature selection ...