Unsupervised soft-label feature selection

Eigenfaces vs. Fisherfaces: recognition using class specific linear projection

Peter N. Belhumeur, João P. Hespanha, David Kriegman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 11.8K citations

Computing, Computer Science, Computer Vision +11

The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.7K citations · Full text

Computing, Computer Science, Algorithms +9

Laplacian Score for Feature Selection

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

Computing, Computer Science, Data Mining +12

Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization

Feiping Nie, Heng Huang, Xiao Cai et al. · 2010 · 1.6K citations

Computing, Bioinformatics, Computer Science +17

Columbia Object Image Library (COIL100)

S.K. Nayar · Medical Entomology and Zoology · 1996 · 1.4K citations

Computing, Computer Science, Computer Graphics +11