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» Document clustering using nonnegative matrix factorization
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ICASSP
2008
IEEE
15 years 8 months ago
Fast speaker adaptation using non-negative matrix factorization
This paper describes a new method for fast speaker adaptation in large vocabulary recognition systems. As in most HMM-based recognizers, the observation densities are modeled as a...
Jacques Duchateau, Tobias Leroy, Kris Demuynck, Hu...
134
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DATAMINE
2011
14 years 8 months ago
Community discovery using nonnegative matrix factorization
Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris H....
103
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IJNS
2007
68views more  IJNS 2007»
15 years 1 months ago
Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches
Andrzej Cichocki, Rafal Zdunek
AMFG
2005
IEEE
314views Biometrics» more  AMFG 2005»
15 years 7 months ago
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition
Non-negative matrix factorization (NMF) is a recently developed method for finding parts-based representation of non-negative data such as face images. Although it has successfully...
Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou