A geometric approach to archetypal analysis and non-negative matrix factorization

Geometric mixture analysis of imaging spectrometry data

J.W. Boardman · 1994

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Archetypal analysis

Adele Cutler and Leo Breiman · 1994

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An elementary introduction to modern convex geometry

Keith Ball · 1997

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Learning the parts of objects by non-negative matrix factorization

D.D. Lee and H.S. Seung · 1999

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Gene-expression profiles in hereditary breast cancer

Ingrid Hedenfalk, David Duggan, Yidong Chen, Michael Radmacher, Michael Bittner, Richard Simon, Paul Meltzer, Barry Gusterson, Manel Esteller, Mark Raffeld, Zohar Yakhini, Amir Ben-Dor, Edward Dougherty, Juha Kononen, Lukas Bubendorf, Wilfrid Fehrle, Stefania Pittaluga, Sofia Gruvberger, Niklas Loman, Oskar Johannsson, Håkan Olsson, Benjamin Wilfond, Guido Sauter, Olli-P. Kallioniemi, Åke Borg, and Jeffrey Trent · 2001

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Algorithms for non-negative matrix factorization

Daniel D Lee and H Sebastian Seung · 2001

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When does non-negative matrix factorization give a correct decomposition into parts?

D.L. Donoho and V. Stodden · 2003

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Signal theory methods in multispectral remote sensing

David A Landgrebe · 2003

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Metagenes and molecular pattern discovery using matrix factorization

Jean-Philippe Brunet, Pablo Tamayo, Todd R Golub, and Jill P Mesirov · 2004

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Vertex component analysis: a fast algorithm to unmix hyperspectral data

J.M.P. Nascimento and J.M. Bioucas Dias · 2005

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A fast iterative algorithm for implementation of pixel purity index

Chein-I Chang and A. Plaza · 2006

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Model selection and estimation in regression with grouped variables

Ming Yuan and Yi Lin · 2006

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The inflammatory chemokines ccl2 and ccl5 in breast cancer

Gali Soria and Adit Ben-Baruch · 2008

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On the complexity of nonnegative matrix factorization

S.A. Vavasis · 2009

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Templates for convex cone problems with applications to sparse signal recovery

Stephen R Becker, Emmanuel J Candès, and Michael C Grant · 2011

Cited alongside, same era.

A convex model for nonnegative matrix factorization and dimensionality reduction on physical space

E. Esser, M. Moller, S. Osher, G. Sapiro, and J. Xin · 2012

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Fast and robust recursive algorithms for separable nonnegative matrix factorization

Original

N. Gillis and S.A. Vavasis · 2012

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Group sparsity in nonnegative matrix factorization

Jingu Kim, Renato Monteiro, and Haesun Park · 2012

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Topic discovery through data dependent and random projections

Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, and Venkatesh Saligrama · 2013

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Robustness analysis of hottopixx, a linear programming model for factoring nonnegative matrices

N. Gillis · 2013

Later among the works it cites.