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Volumn 3889 LNCS, Issue , 2006, Pages 32-39

Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BLIND SOURCE SEPARATION; CONSTRAINT THEORY; CONVERGENCE OF NUMERICAL METHODS; ROBUSTNESS (CONTROL SYSTEMS); SPURIOUS SIGNAL NOISE;

EID: 33745683306     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11679363_5     Document Type: Conference Paper
Times cited : (227)

References (12)
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  • 3
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    • Learning of the parts of objects by non-negative matrix factorization
    • Lee, D.D., Seung, H.S.: Learning of the parts of objects by non-negative matrix factorization. Nature 401 (1999) 788-791.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 4
    • 84900510076 scopus 로고    scopus 로고
    • Non-negative matrix factorization with sparseness constraints
    • Hoyer, P.: Non-negative matrix factorization with sparseness constraints. Journal of Machine Learning Research 5 (2004) 1457-1469.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.1
  • 5
    • 1242263422 scopus 로고    scopus 로고
    • Recovery of constituent spectra using non-negative matrix factorization
    • Wavelets: Applications in Signal and Image Processing
    • Sajda, P., Du, S., Parra, L.: Recovery of constituent spectra using non-negative matrix factorization. In: Proceedings of SPIE - Volume 5207, Wavelets: Applications in Signal and Image Processing (2003) 321-331.
    • (2003) Proceedings of SPIE - Volume , vol.5207 , pp. 321-331
    • Sajda, P.1    Du, S.2    Parra, L.3
  • 6
    • 18444370569 scopus 로고    scopus 로고
    • Nonnegative features of spectro-temporal sounds for classification
    • Cho, Y.C., Choi, S.: Nonnegative features of spectro-temporal sounds for classification. Pattern Recognition Letters 26 (2005) 1327-1336.
    • (2005) Pattern Recognition Letters , vol.26 , pp. 1327-1336
    • Cho, Y.C.1    Choi, S.2
  • 9
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    • Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative (RBI) methods
    • Byrne, C.: Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative (RBI) methods. IEEE Transactions on Image Processing 7 (1998) 100-109.
    • (1998) IEEE Transactions on Image Processing , vol.7 , pp. 100-109
    • Byrne, C.1
  • 12
    • 33745701339 scopus 로고    scopus 로고
    • A generalized divergence measure for nonnegative matrix factorization
    • Torun, Poland September
    • Kompass, R.: A generalized divergence measure for nonnegative matrix factorization, Neuroinfomatics Workshop, Torun, Poland (September, 2005)
    • (2005) Neuroinfomatics Workshop
    • Kompass, R.1


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