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Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

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Learning the parts of objects by non-negative matrix factorization

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Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations

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David E. Hapeman · Technometrics · 1991 · 9.1K citations

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Marta C. González, César A. Hidalgo, Albert-Ĺaszló Barabási · Nature · 2008 · 6.1K citations · Full text

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