Discriminative and Graph Regularized Nonnegative Matrix Factorization with Kernel Method

Discriminative and Graph Regularized Nonnegative Matrix Factorization with Kernel Method

Nonnegative matrix factorization (NMF) is a popular technique for dimension reduction,which has been extensively applied in image clustering and other fields.However,NMF is an unsupervised approach,which does not take the label information of the data and capture the inherent geometrical structure o...

Full description

Bibliographic Details
Main Author: LI Xiangli, ZHANG Ying
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-11-01
Series:Jisuanji kexue yu tansuo
Subjects:
nonnegative matrix factorization (nmf)
semi-supervised clustering
graph regular
kernel method
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2442.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2442.shtml

Similar Items