Online kernel nonnegative matrix factorization

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Online kernel nonnegative matrix factorization

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作者：Fei Zhu^a ; Paul Honeine^b ; ^{paul.honeine@univ-rouen.fr" class="auth_mail" title="E-mail the corresponding author}
关键词：Nonnegative matrix factorization ; Online learning ; Kernel machines ; Hyperspectral unmixing
刊名：Signal Processing
出版年：2017
出版时间：February 2017
年：2017
卷：131
期：Complete
页码：143-153
全文大小：3727 K

文摘

•: Nonnegative matrix factorization with kernel methods.
•: Online learning with stochastic gradient descent.
•: Online spectral unmixing in hyperspectral imagery.

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