Unsupervised feature selection guided by orthogonal representation of feature space

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng Cai, Xiaofei He, Jiawei Han et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2.5K citations

Computing, Computer Science, Computational Geometry +6

Laplacian Score for Feature Selection

Xiaofei He, Deng Cai, Partha Niyogi · 2005 · 1.8K citations

Computing, Computer Science, Data Mining +12

Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification

Stefanos Zafeiriou, Anastasios Tefas, Ioan Buciu et al. · IEEE Transactions on Neural Networks · 2006 · 331 citations

Computing, Computer Science, Computer Vision +16

Unsupervised feature selection by regularized self-representation

Pengfei Zhu, Wangmeng Zuo, Lei Zhang et al. · Pattern Recognition · 2014 · 322 citations

Computing, Computer Science, Data Mining +10

Locality Preserving Joint Transfer for Domain Adaptation

Jingjing Li, Mengmeng Jing, Ke Lü et al. · IEEE Transactions on Image Processing · 2019 · 280 citations

Computing, Computer Science, Feature Engineering +12