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It is well known that good initializations can improve the speed and accuracy of the solutions of many nonnegative matrix factorization (NMF) algorithms.
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R. Sands and Forrest W. Young · 1980
Earlier work this paper cites.
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Earlier work this paper cites.
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E. Sanchez and B. R. Kowalski · 1990
Earlier work this paper cites.
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Earlier work this paper cites.
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Shousong Li and Paul J. Gemperline · 1993
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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