Lingfeng Niu

A Survey on Feature Selection

Jianyu Miao, Lingfeng Niu · Procedia Computer Science · 2016 · 558 citations · Full text

Computing, Computer Science, Computer Vision +16

Support vector machine classifier with truncated pinball loss

Xin Shen, Lingfeng Niu, Zhiquan Qi et al. · Pattern Recognition · 2017 · 131 citations

Computing, Computer Science, Data Mining +12

Optimality Conditions and a Smoothing Trust Region Newton Method for NonLipschitz Optimization

Xiaojun Chen, Lingfeng Niu, Ya-xiang Yuan · SIAM Journal on Optimization · 2013 · 95 citations

Natural Sciences, Mathematics, Biomedical Imaging +16

Feature Selection With <inline-formula> <tex-math notation="LaTeX">$\ell_{2,1-2}$ </tex-math> </inline-formula> Regularization

Yong Shi, Jianyu Miao, Zhengyu Wang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 80 citations

Computing, Computer Science, Data Mining +15

Graph regularized locally linear embedding for unsupervised feature selection

Jianyu Miao, Tiejun Yang, Lijun Sun et al. · Pattern Recognition · 2021 · 68 citations

Computing, Computer Science, Data Mining +11