Semi-supervised multi-view feature selection with adaptive similarity fusion and learning

Bingbing Jiang, Jun Liu, Zidong Wang, Chenglong Zhang, Jie Yang, Yadi Wang, Weiguo Sheng, Weiping Ding

Abstract: Highlights•ASFL can fully fuse the similarities among different samples from multiple views.•ASFL can efficiently tackle large-scale multi-view semi-supervised feature selection.•ASFL can effectively preserve the complementarity and consistency among views.•ASFL can automatically identify salient features, so as to avoid sorting features.