Hessian Regularization Based Factorization Algorithm Combining Multi-view and Non-negative Matrix

Non-negative matrix does not consider the manifold of data when represents multi-view data,which results in the ineffective express of the data internal expression.In this paper,Hessian regularized Non-negative Matrix Factorization(NMF) is proposed.By using the L2 model of Hessian functional,the loc...

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Autor principal:	WANG Chaofeng,SHI Jun,WU Jinjie,ZHU Jie
Format:	Artigo
Idioma:	Inglês
Publicat:	Editorial Office of Computer Engineering 2017-11-01
Col·lecció:	Jisuanji gongcheng
Matèries:	hessian regularization|regression model|non-negative matrix factorization(nmf)|multi-view data|clustering
Accés en línia:	https://www.ecice06.com/fileup/1000-3428/PDF/201711022.pdf
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