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Volumn 2008, Issue , 2008, Pages

Theorems on positive data: On the uniqueness of NMF

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EID: 47649123078     PISSN: 16875265     EISSN: 16875273     Source Type: Journal    
DOI: 10.1155/2008/764206     Document Type: Article
Times cited : (160)

References (18)
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    • Lee, D.D.1    Seung, H.S.2
  • 4
    • 47649113193 scopus 로고
    • Problem 73-14, rank factorization of nonnegative matrices
    • Berman A., Problem 73-14, rank factorization of nonnegative matrices SIAM Review 1973 15 3 655
    • (1973) SIAM Review , vol.15 , Issue.3 , pp. 655
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  • 5
    • 0039889366 scopus 로고
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    • Thomas L., Solution to problem 73-14, rank factorizations of nonnegative matrices SIAM Review 1974 16 3 393 394
    • (1974) SIAM Review , vol.16 , Issue.3 , pp. 393-394
    • Thomas, L.1
  • 6
    • 49149085985 scopus 로고    scopus 로고
    • When does non-negative matrix factorization give a correct decomposition into parts?
    • Cambridge, Mass, USA MIT Press
    • Donoho D., Stodden V., When does non-negative matrix factorization give a correct decomposition into parts? Advances in Neural Information Processing Systems 16 2004 Cambridge, Mass, USA MIT Press 1141 1148
    • (2004) Advances in Neural Information Processing Systems 16 , pp. 1141-1148
    • Donoho, D.1    Stodden, V.2
  • 8
    • 0004267646 scopus 로고
    • 1st Princeton, NJ, USA Princeton University Press
    • Rockafellar R. T., Convex Analysis 1970 1st Princeton, NJ, USA Princeton University Press
    • (1970) Convex Analysis
    • Rockafellar, R.T.1
  • 9
    • 0004294487 scopus 로고
    • 1st New York, NY, USA John Wiley & Sons
    • Minc H., Nonnegative Matrices 1988 1st New York, NY, USA John Wiley & Sons
    • (1988) Nonnegative Matrices
    • Minc, H.1
  • 10
    • 0004236492 scopus 로고    scopus 로고
    • 3rd Baltimore, Md, USA Johns Hopkins University Press
    • Golub G. H., Loan C. F. V., Matrix Computations 1996 3rd Baltimore, Md, USA Johns Hopkins University Press
    • (1996) Matrix Computations
    • Golub, G.H.1    Loan, C.F.V.2
  • 12
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • Hoyer P. O., Non-negative matrix factorization with sparseness constraints The Journal of Machine Learning Research 2004 5 1457 1469
    • (2004) The Journal of Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1


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